{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.20625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=0.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=0.07; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.224}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=-0.63; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=-0.09; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=-0.20; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=-0.23; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2415}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=-0.14; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=-0.15; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=-0.09; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=-0.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=0.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=-0.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=0.06; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.233}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=0.07; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2345}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=0.09; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=0.07; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=-0.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=0.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=0.11; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=0.10; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=0.09; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=0.09; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=0.06; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.247}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=0.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=-0.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2415}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=-0.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=0.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=0.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.234}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=0.04; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=0.06; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.237}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=0.04; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=0.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=0.04; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=-0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=-0.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=-0.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=-0.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=0.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=0.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.241}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=0.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=0.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=0.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=0.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=0.07; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.239}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=0.09; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=0.09; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=0.09; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.232}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=0.08; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=0.12; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=0.09; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=0.11; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.22925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=0.12; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=0.12; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=0.10; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=0.09; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.233}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=-0.05; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=0.53; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=0.76; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3085}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=0.13; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.224}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=0.65; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.28375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=0.92; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3855}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=0.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.38625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=0.75; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=0.83; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.36225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=0.64; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.28825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=0.67; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.303}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=0.54; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.254}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=0.62; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.27625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=0.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.30075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=0.65; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.29475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=0.67; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.31175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=0.59; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2695}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=0.59; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.28475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=0.64; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.28925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=0.63; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.29575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=0.71; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.33525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=0.74; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.33825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=0.72; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.332}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=0.72; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.31775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=0.73; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.331}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=0.72; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.323}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=0.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=0.70; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=0.66; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.30925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=0.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.31}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=0.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.31725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=0.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.315}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=0.67; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.314}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=0.66; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.30725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=0.67; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2865}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=0.70; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.32375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=0.70; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.32475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=0.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=0.62; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.29525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=0.64; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.29025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=0.61; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.27475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=0.60; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.287}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=0.59; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.27525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=0.59; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.262}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=0.59; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2635}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=0.59; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.27725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=0.60; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.26275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=0.61; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.26875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=0.67; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2965}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=0.64; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.29875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=0.66; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.30625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=0.67; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.32075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=0.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=0.67; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.30625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=0.66; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3085}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=0.66; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.32175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=0.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.32225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=0.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=0.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.31475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2115}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=0.93; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2915}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=1.33; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.43825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=1.64; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.599}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=1.66; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.66025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=1.74; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.70575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=1.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.66475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.653}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=1.37; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.60625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=1.14; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5105}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=1.12; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.50025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=1.14; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=1.13; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.53}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=0.90; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.41625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=0.97; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.43525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.497}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=1.20; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=1.15; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.54525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=1.08; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.516}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=1.11; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.535}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=1.14; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.54925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=1.16; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.56325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=1.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.564}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=1.19; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5895}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=1.19; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5715}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=1.23; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5945}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=1.21; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5885}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=1.26; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.60975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=1.29; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.622}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=1.26; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.60475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=1.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.59075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=1.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.56875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=1.23; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=1.24; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.60225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=1.24; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.609}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=1.27; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6415}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=1.29; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.64175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=1.27; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=1.24; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.59375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=1.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.604}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=1.20; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5855}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=1.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5995}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=1.20; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.59}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=1.21; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.58975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=1.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6015}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=1.25; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.60725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=1.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.593}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=1.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=1.23; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.61075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=1.26; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=1.27; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.635}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=1.28; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.63825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=1.25; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.61725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=1.21; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.62175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=1.23; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=1.19; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5985}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=1.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.60075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=1.17; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.59125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=1.20; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.607}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=1.20; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.59925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.208}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=-0.10; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=0.23; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.21475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=0.59; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=0.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.28575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=0.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=0.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.297}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=0.74; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=0.90; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.39375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=0.81; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=0.90; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.40525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.44575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=0.94; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.41025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=1.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=0.94; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.41775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=1.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.477}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=1.10; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4935}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=0.99; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=0.96; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.45825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=0.91; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.42025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=0.97; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4605}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=0.96; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.465}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=1.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=0.98; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=0.99; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.46675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=1.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.50125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=1.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4945}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=1.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.478}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=0.96; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.461}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=0.94; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.44775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=0.98; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=0.94; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.43825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=0.94; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4595}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=0.93; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.442}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=0.89; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.42875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=0.90; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.43125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=0.94; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.44375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=0.95; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=1.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4765}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=1.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.498}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.49925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=1.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=1.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.512}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.48175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=1.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.50475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5105}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=1.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.50175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.50875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.50475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=1.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=1.08; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.53775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=1.10; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.541}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=1.10; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5505}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=1.08; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.542}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=1.08; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.54225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=1.07; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.53425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2045}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=1.48; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.38}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=1.17; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.38625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=1.55; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5655}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=1.27; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.493}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=1.28; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.54075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=1.42; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.608}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=1.10; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.4755}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=1.03; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.451}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=1.10; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.50075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=1.06; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.4745}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=1.22; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.559}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=1.25; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.571}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=1.22; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.57325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=1.31; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.62125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=1.26; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=1.22; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=1.29; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.61325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=1.37; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=1.34; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.63175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=1.24; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.60125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=1.20; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.585}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=1.26; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=1.26; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5985}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=1.24; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.60125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=1.23; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=1.23; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=1.21; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=1.22; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.61}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=1.21; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=1.17; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.57}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=1.20; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=1.16; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.57625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=1.18; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=1.20; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=1.22; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=1.22; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.602}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=1.24; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.61125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=1.23; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=1.25; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.62425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=1.25; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.611}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=1.21; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.60775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=1.17; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.592}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=1.19; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.596}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=1.22; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6085}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=1.21; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=1.22; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.619}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=1.26; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.63025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=1.24; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.61825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=1.27; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.63725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=1.30; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.64925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=1.30; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.658}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=1.29; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.65275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=1.32; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6595}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=1.28; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=1.29; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.657}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=1.29; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.64675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=1.30; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.63575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=1.29; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=1.27; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.20275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=3.54; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7785}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=2.90; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.83375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=2.46; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.84025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=2.04; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.77125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=1.79; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.72425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=1.89; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7795}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=1.77; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7545}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=1.64; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.716}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=1.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.80675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=1.84; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=1.80; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8045}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=1.80; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.80225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=1.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8165}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=1.74; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7945}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=1.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7785}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=1.80; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.82875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=1.79; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=1.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=1.77; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.81825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=1.77; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.817}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=1.77; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.81775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=1.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.79575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=1.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.804}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=1.74; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.82025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=1.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.813}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=1.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.82325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=1.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.814}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=1.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.80525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=1.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.81225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=1.64; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.782}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=1.64; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.77325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=1.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.79125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=1.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.79875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=1.64; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.78625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=1.61; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.78}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=1.59; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.786}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=1.51; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.736}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.74725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.73925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=1.49; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.73925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.728}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=1.45; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.72575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=1.44; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.698}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=1.46; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.717}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=1.46; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.71975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.73025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.73125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.748}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.75725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.746}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.74375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=1.55; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.75775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=1.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.772}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=1.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.78375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=1.59; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.77925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=1.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7785}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=1.55; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.757}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=1.55; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.759}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=1.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.773}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.208}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=1.28; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.34825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=1.28; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.42825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=1.21; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.452}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=1.20; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.478}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=1.28; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.531}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=1.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.46525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=1.11; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4905}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=1.22; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=1.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=1.10; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5065}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.451}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=1.05; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.482}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=1.05; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.48675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=1.11; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.515}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=1.27; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.6045}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=1.13; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=1.18; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.572}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=1.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5445}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=1.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.559}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=1.12; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5365}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=1.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.53575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=1.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.54975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=1.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.51275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=1.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=1.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.482}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.48675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4945}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=0.97; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.47}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4435}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=0.96; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.464}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.43625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=0.90; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.43575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=0.90; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.423}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=0.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.43075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.38775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=0.82; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.39}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=0.86; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.408}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=0.85; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.413}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.374}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3845}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=0.78; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3665}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.38025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=0.82; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.37375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.37675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3815}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=0.78; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.388}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=0.82; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3905}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.38525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.37725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.39975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=0.79; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.37625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=0.77; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3665}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=0.76; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=0.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3455}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=0.68; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=0.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.32275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=0.42; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=0.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.30075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=1.47; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.53975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=0.81; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.342}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=1.11; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.44325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=1.13; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4785}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.54175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=1.11; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.496}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.57}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.57675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=1.28; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.591}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.56275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=1.11; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.51425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.565}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.57175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=1.16; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=1.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.608}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.57525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.58375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=1.17; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.58075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=1.16; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.566}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.58175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5915}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.55625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=1.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.58425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.60925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=1.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.63675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.629}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=1.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.63475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=1.32; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.66275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=1.32; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.648}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=1.28; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.63125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=1.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.606}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.576}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=1.17; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.583}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.588}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=1.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.608}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.592}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=1.17; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.58275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5805}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=1.16; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5685}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=1.16; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.56375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.60025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.60325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.599}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=1.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6085}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.607}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5855}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.611}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=1.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5955}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5865}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=1.17; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.59275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=0.14; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=0.51; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=0.34; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.211}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=0.43; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=0.67; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.28725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=0.80; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.3395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=0.74; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.33575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=1.10; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.4845}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=1.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.4365}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=1.11; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.499}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=1.20; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=1.23; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5605}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=1.16; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.54775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=1.29; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.61125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=1.28; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.606}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=1.33; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.62825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=1.21; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5685}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=1.24; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.591}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=1.22; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.582}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=1.23; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.57825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=1.17; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.569}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=1.17; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.56025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=1.16; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.55725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=1.19; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=1.17; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5535}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=1.24; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6115}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=1.18; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5695}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=1.14; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5515}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=1.17; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=1.21; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=1.22; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=1.21; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=1.23; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.60075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=1.21; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=1.21; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5915}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=1.21; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=1.22; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=1.16; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=1.13; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5465}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=1.11; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.54625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=1.11; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.54925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=1.11; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.55875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=1.06; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=1.08; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=1.06; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.53125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=1.07; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=1.06; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.53025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=1.04; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=1.07; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.53625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=1.08; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=1.06; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.527}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=1.06; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=1.04; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.52425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=1.03; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.52425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=1.06; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=1.05; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.51075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=1.08; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=1.07; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=1.07; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.52525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=2.13; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=1.42; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.47025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=1.62; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5945}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=1.63; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.63025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=1.75; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7045}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=1.71; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=1.56; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.67975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=1.42; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=1.53; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.68725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=1.58; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7015}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=1.73; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.76525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=1.71; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.774}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=1.57; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.72575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=1.66; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.772}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=1.69; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.78425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=1.72; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.79175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=1.73; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.80375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=1.69; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.79075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=1.69; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.80225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=1.70; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.79475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=1.73; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.802}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=1.72; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.802}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=1.69; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7995}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=1.65; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7815}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=1.63; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.77475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=1.59; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=1.59; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7685}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=1.51; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=1.50; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.719}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=1.48; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.71125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=1.51; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.73375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=1.52; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.74225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=1.51; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.73275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=1.48; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7265}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=1.48; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=1.52; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.746}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=1.54; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.747}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=1.51; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=1.52; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7435}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=1.54; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.75575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=1.56; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.75425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=1.55; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7515}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=1.53; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.749}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=1.51; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=1.47; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=1.48; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.72225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=1.52; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.75225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=1.54; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.76925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=1.53; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=1.57; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.76025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=1.59; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.78225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=1.61; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.798}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=1.64; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.79275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=1.64; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.80275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=1.66; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.806}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=1.63; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.78925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=1.61; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.78875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=1.60; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.786}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=1.61; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.78875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=2.70; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.637}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=1.50; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.49275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=1.30; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.48975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=1.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.42575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=1.21; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.50525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=1.41; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.59825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=1.42; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.616}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=1.33; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.59525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=1.38; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.61675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=1.37; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.6335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=1.49; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.696}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=1.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.74275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=1.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=1.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=1.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.741}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.742}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=1.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.72525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.73175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.747}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=1.65; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=1.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.76475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=1.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.76625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=1.64; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.78825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=1.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.759}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=1.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.78175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=1.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=1.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=1.65; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.789}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=1.69; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=1.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=1.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=1.65; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=1.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=1.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.78875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=1.67; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=1.65; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7955}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=1.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=1.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.801}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=1.67; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=1.65; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=1.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=1.64; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7945}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=1.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=1.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7905}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=1.64; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.789}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=1.67; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=1.65; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=1.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.78025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=1.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.799}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=1.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.76475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=1.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.78}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.76375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7665}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7685}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.37}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=1.81; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.59375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=1.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.65}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=1.54; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.60675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=1.13; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.45775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.53875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=0.93; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.392}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=1.07; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.47525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=1.15; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=1.28; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.59675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=1.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.634}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=1.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.628}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=1.32; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.62125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=1.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=1.44; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=1.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.65225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=1.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6105}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.577}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=1.17; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.55225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5695}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.584}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.57525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.586}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.60575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6115}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=1.28; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.635}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=1.31; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.63825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=1.31; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6465}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=1.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=1.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=1.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=1.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6465}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=1.31; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=1.32; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.648}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=1.32; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.65775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=1.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.65225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=1.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.67}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=1.32; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.66}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=1.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.65425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=1.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.664}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=1.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.67375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=1.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=1.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6855}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6915}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=1.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.69825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.693}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.697}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=1.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.691}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=1.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6755}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=1.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.678}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=1.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=1.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6695}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=1.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=1.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.69325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=1.37; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3805}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=1.51; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.487}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=1.32; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4965}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=1.39; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.549}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=1.19; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.48875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=1.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=1.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.47575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=1.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.36}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=0.97; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=0.78; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3545}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=0.79; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.349}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=0.72; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.33575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=0.79; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3635}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=0.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.304}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=0.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.31}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=0.73; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.32625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=0.73; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=0.74; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.339}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=0.75; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.33375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=0.74; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.35325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=0.74; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=0.79; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.376}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=0.84; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=0.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.41525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=0.82; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.37625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=0.89; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.42775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=0.89; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.424}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=0.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.451}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=0.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4485}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=0.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=0.89; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.421}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=0.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4185}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=0.86; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.41075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.38075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=0.86; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=0.85; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.413}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=0.84; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3885}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=0.86; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=0.89; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.421}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.452}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.44075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=0.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.44575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=0.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.44525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.44625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.42175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=0.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.459}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.447}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=0.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.444}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.20675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=-0.79; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.236}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=0.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=-0.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=-0.06; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.237}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=0.19; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.22175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=0.21; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.224}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=0.46; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=0.33; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=0.41; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2085}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=0.66; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.276}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=0.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=0.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.31975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=0.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.329}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=0.56; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.25925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=0.59; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.25925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=0.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2315}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=0.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2655}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=0.60; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.26925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=0.63; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2885}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=0.66; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.306}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=0.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=0.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.31725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=0.63; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.286}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=0.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.306}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=0.74; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.34325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=0.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.33}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=0.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=0.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=0.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.31675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=0.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.307}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=0.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=0.76; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.34275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=0.81; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3845}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=0.79; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.371}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=0.80; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=0.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.34375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=0.77; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.34425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=0.77; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.356}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=0.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.38675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=0.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3885}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=0.85; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.39625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=0.88; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.412}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=0.86; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4165}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=0.87; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.39875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=0.86; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=0.86; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.422}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=0.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.39325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=0.85; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=0.89; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=0.89; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.423}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=0.90; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.432}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=0.91; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.44525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=0.92; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.44375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=0.94; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=0.95; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.45075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=0.95; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=0.94; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.45475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=0.96; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=0.96; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.46925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.203}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.39975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5015}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=1.76; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.653}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=1.64; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.64325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=1.29; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.544}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=1.29; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.55075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=1.48; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.64775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=1.53; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.66975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=1.35; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.592}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=1.59; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.68125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=1.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.71125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=1.56; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.727}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=1.64; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7505}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=1.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.743}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.71}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.72725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=1.59; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=1.60; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.75075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=1.51; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7345}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=1.53; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.73675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=1.54; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.74025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=1.53; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=1.49; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=1.45; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.70725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=1.45; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.70625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=1.46; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.719}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.726}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.74325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.72825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=1.51; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.73225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=1.48; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.729}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.74375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=1.53; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.748}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=1.48; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7345}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.74475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=1.49; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7365}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=1.47; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.721}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=1.42; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.69875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=1.40; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.69275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=1.42; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.699}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=1.42; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.72025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=1.42; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.719}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=1.39; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.69175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=1.42; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7035}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=1.41; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.704}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=1.41; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.70925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=1.38; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7035}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=1.37; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6765}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=1.38; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.684}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=1.37; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.67425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=1.36; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=1.35; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.67825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=1.38; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.696}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=1.38; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.69625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=1.35; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6645}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=1.35; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.68325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=1.36; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.69275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=-0.09; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=0.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=-0.06; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.23325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=-0.02; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=0.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=0.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=0.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.219}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=0.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=0.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.224}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=0.41; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=0.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=0.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=0.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=0.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=0.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=0.29; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=0.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.218}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=0.29; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.218}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=0.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=0.29; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.226}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=0.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=0.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=0.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=0.40; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=0.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=0.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.216}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=0.29; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2285}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=0.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=0.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=0.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=0.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=0.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=0.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.23225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=0.29; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.222}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=0.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.223}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=0.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=0.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=0.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.226}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=0.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=0.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=0.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.24175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=0.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.23175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=0.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2285}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=0.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=0.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=0.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=0.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.224}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=0.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=0.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=0.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.226}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=0.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=0.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=0.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=0.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.232}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=0.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=0.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=0.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=0.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.23025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=0.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.21225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=1.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.41975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=0.65; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.26475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=0.54; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.236}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=0.51; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=0.42; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.20475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=0.39; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.21025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=0.20; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.22325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=0.23; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.21825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=0.46; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.21125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=0.61; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.281}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=0.62; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=0.61; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.278}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=0.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.302}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=0.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=0.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.217}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=0.47; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=0.53; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=0.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.25925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=0.60; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2835}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=0.53; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.237}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=0.54; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.25025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=0.61; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.26825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=0.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.31125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=0.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.298}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=0.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=0.66; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.30975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=0.62; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=0.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=0.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.394}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=0.79; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.37575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=0.78; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=0.78; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.373}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=0.77; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.35925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=0.77; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.35}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=0.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.35325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=0.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.316}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=0.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.33475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=0.66; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.307}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=0.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.327}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=0.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=0.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=0.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=0.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.33}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=0.64; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.28825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=0.61; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2755}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=0.59; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.27325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=0.56; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.26875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=0.55; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=0.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=0.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.255}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=0.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.266}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=0.64; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.29275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=0.64; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.30225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=0.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.30975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=0.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.30725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=0.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=0.66; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.30275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=0.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.29425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=0.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.309}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=1.43; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.3955}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=1.64; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.53675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=1.67; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.613}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=2.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.76975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=1.96; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.779}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=2.04; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.81425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=2.16; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.86775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=2.07; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8445}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=2.07; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.86175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=2.20; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.89725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=2.30; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=2.21; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.90325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=2.10; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.88775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=2.06; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.87725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=1.90; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8455}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=1.89; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.84425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=1.83; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.828}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=1.86; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.834}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=1.93; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.85875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=2.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.885}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=1.91; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.863}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=1.86; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.856}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=1.89; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.85}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=1.97; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8805}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=1.86; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.85475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=1.83; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.84275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=1.81; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.83875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=1.80; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.83}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=1.76; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.815}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=1.73; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=1.74; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.822}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=1.72; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.81175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=1.72; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.81775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=1.66; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.79275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=1.66; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8045}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=1.61; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.781}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=1.67; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7965}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=1.68; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.80775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=1.66; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.81075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=1.66; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.789}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=1.63; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.77875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=1.63; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.79475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=1.64; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.80225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=1.61; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.785}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=1.58; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.79}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=1.60; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.79475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=1.57; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.76325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=1.53; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.75575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=1.52; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7665}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=1.53; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.74725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=1.55; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.77425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=1.58; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.78175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=1.57; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7835}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=1.57; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=1.58; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.77725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=1.57; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=1.58; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.77125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=1.57; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.782}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=1.55; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7755}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2045}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=1.46; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.38525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=1.06; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.36475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=1.14; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.424}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=1.16; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.46225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=0.86; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.36875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=0.88; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.38}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=1.08; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=0.89; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.39475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=1.07; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.48}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=1.08; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=1.20; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.55075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=1.21; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.56225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=1.19; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5455}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=1.06; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4765}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=0.94; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.439}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=0.92; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.43125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=0.96; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.44725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=1.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.48675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=0.95; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.443}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=0.90; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.43025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=0.89; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=0.85; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.413}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=0.89; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.42325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=0.89; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=0.91; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=0.94; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.43775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4895}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=0.97; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=0.95; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.452}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=1.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.49}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5185}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=1.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.48675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=1.08; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=1.07; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=1.07; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=1.06; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=1.06; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.52475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=1.07; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.52675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=1.11; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.54175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=1.14; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5605}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=1.13; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.558}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=1.17; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.57275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=1.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.60925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=1.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.601}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=1.26; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.63225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=1.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.607}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=1.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.59075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=1.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5885}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=1.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5865}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=1.19; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.58875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=1.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.577}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=1.19; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.59675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=1.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.59675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=1.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.57325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=1.19; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.59575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=1.15; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.573}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=1.16; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.57525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.213}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=2.14; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5185}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=1.51; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4965}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=2.03; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.72925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=1.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.74575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=1.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7535}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=1.85; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.76625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=1.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=2.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.854}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=1.89; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8065}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=1.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=1.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=1.64; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=1.74; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.773}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=1.76; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=1.73; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.78975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=1.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.76075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=1.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=1.69; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=1.72; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8015}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=1.69; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7435}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=1.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7455}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=1.64; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=1.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.807}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=1.70; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=1.68; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=1.70; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8015}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=1.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.82}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=1.69; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=1.68; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=1.68; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7855}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=1.72; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=1.69; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=1.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.82025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=1.73; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.819}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=1.74; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.81425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=1.74; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.82825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=1.68; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.81475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=1.67; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8015}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=1.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.777}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.76525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=1.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=1.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.78325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=1.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.78525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=1.65; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.803}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=1.64; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=1.64; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.805}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=1.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=1.67; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.817}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=1.67; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=1.69; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.818}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=1.65; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.797}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=1.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=1.64; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7865}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=1.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=1.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7935}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=0.83; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2805}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=0.94; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.33225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=0.77; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.31125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=0.90; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.37825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=0.76; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.329}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=0.66; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.297}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=0.42; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.212}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=0.48; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=0.36; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2165}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=0.28; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=0.26; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=0.24; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=0.21; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=0.20; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=0.13; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=0.05; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2465}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=0.03; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.234}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=-0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.246}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=0.03; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.237}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=-0.07; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=-0.08; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=-0.10; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=-0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=0.01; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=-0.01; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=0.04; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=0.13; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=0.11; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=0.10; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=0.11; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=0.11; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.234}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=0.20; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=0.20; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.221}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=0.22; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=0.21; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=0.18; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=0.15; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=0.10; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=0.08; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=0.08; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=0.10; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=0.08; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.239}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=0.09; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.238}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=0.09; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=0.07; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=0.04; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=0.04; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=0.03; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=0.03; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.242}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=0.04; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=0.05; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=0.04; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=0.02; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=0.04; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.246}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=0.06; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=0.06; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.239}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=0.04; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=0.04; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.233}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=2.80; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.65375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=2.20; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.68525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=2.02; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.71925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=1.98; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.755}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=2.24; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8455}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=2.14; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.849}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=2.42; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.91}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=2.36; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.91075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=2.24; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.89425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=2.12; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.871}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=2.14; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.893}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=2.30; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=2.26; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.916}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=2.34; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.92975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=2.28; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.921}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=2.28; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.92325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=2.37; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.943}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=2.43; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9455}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=2.46; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=2.53; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9645}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=2.52; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=2.46; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.963}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=2.44; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9605}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=2.43; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.95475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=2.43; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.94875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=2.44; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.957}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=2.51; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=2.49; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.961}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=2.50; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9685}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=2.53; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=2.50; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=2.46; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=2.53; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.967}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=2.51; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.97}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=2.44; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=2.47; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=2.51; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=2.51; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9665}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=2.51; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=2.46; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.962}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=2.47; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=2.51; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.971}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=2.45; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=2.47; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=2.47; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=2.46; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.97125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=2.47; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=2.47; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=2.43; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.968}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=2.42; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=2.42; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=2.44; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.967}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=2.43; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=2.40; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=2.42; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.962}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=2.45; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.96425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=2.42; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.966}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=2.44; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.9655}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=2.41; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.963}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=1.14; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3365}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=1.74; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.569}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=1.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.61775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=1.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.70475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=1.94; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.767}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=1.66; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.69825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=1.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.745}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=1.78; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.78425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=1.76; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.77225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=1.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.80325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=1.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.765}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=1.78; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7815}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=1.82; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.81425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=1.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.786}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=1.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.78975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=1.74; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=1.78; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.82125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=1.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.80725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=1.65; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.777}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=1.65; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7895}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=1.55; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.74375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=1.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7445}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=1.54; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.73175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=1.55; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7565}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=1.60; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7695}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=1.60; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.76375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=1.60; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.75675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=1.62; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.76675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=1.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.771}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=1.55; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.741}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=1.54; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.744}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=1.54; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.74575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.73225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.74125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7365}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7315}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.741}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=1.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.75475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=1.47; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.724}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=1.46; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7255}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=1.47; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=1.44; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=1.46; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.728}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=1.48; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=1.47; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.73}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=1.47; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.75375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=1.48; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.72625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=1.48; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.733}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=1.47; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.726}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=1.44; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=1.42; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.70275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=1.39; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.69725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=1.38; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=1.40; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.695}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=1.40; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.69275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=1.42; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.71675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=1.43; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.71025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.20625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=1 mean=2.14. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.528}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=2 mean=3.37. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.911}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=3 mean=3.14. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.92975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=4 mean=2.45. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.8695}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=5 mean=2.34. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.87425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=6 mean=2.28. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.8785}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=7 mean=2.26. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.888}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=8 mean=2.28. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.89}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=9 mean=2.24. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=10 mean=2.14. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.88625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=11 mean=2.13. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.8825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=12 mean=2.06. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.876}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=13 mean=2.16. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.89475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=14 mean=2.25. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.91875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=15 mean=2.24. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.91275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=16 mean=2.17. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.915}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=17 mean=2.22. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.92225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=18 mean=2.19. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.92275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=19 mean=2.16. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.918}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=20 mean=2.18. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.92025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=21 mean=2.18. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.916}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=22 mean=2.13. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.902}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=23 mean=2.13. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.905}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=24 mean=2.18. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=25 mean=2.13. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.91075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=26 mean=2.11. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.916}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=27 mean=2.08. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=28 mean=2.09. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=29 mean=2.10. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=30 mean=2.14. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9185}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=31 mean=2.20. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.93325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=32 mean=2.20. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9285}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=33 mean=2.26. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.942}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=34 mean=2.27. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.94475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=35 mean=2.27. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.94325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=36 mean=2.32. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.94775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=37 mean=2.33. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.952}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=38 mean=2.31. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9485}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=39 mean=2.31. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.953}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=40 mean=2.31. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.94375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=41 mean=2.34. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.95825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=42 mean=2.36. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9555}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=43 mean=2.35. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.95275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=44 mean=2.38. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9545}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=45 mean=2.37. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.95425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=46 mean=2.36. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=47 mean=2.36. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.95475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=48 mean=2.39. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.959}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=49 mean=2.36. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.95275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=50 mean=2.39. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.958}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=51 mean=2.39. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.96275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=52 mean=2.41. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=53 mean=2.42. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.96375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=54 mean=2.43. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.96725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=55 mean=2.45. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.96425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=56 mean=2.44. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=57 mean=2.43. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.96}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=58 mean=2.39. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.96275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=59 mean=2.40. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9605}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.211}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=0.99; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.28875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=1.43; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4745}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=1.23; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.46875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=1.04; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.419}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=0.74; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.30325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=0.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.31225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=0.97; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.42575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=0.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.41}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.34275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.37225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3755}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3535}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=0.86; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.38225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=0.82; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.364}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.35325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=0.67; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.30175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=0.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.27775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=0.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.26175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=0.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.286}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=0.51; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=0.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.238}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=0.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.25325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=0.54; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=0.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=0.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.293}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=0.64; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.291}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=0.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2685}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=0.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.236}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=0.50; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=0.52; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=0.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.248}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=0.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.26425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=0.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.28175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=0.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.26875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=0.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.29025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=0.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.28525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=0.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.28125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=0.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.27375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=0.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2765}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=0.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.26625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=0.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.27525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=0.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=0.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.28225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=0.64; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.29925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=0.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=0.65; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2965}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=0.64; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.29625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=0.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.28825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=0.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.27975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=0.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.26475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=0.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.25375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=0.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=0.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.262}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=0.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.26425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=0.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.25525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=0.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.26675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=0.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.27375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=0.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.294}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=0.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2945}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2065}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=0.93; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.293}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=2.35; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7185}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=1.61; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.59275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=1.16; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.46725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=1.40; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.57775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=1.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.71175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=1.37; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.60175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=1.51; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=1.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.70725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=1.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=1.51; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.692}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=1.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=1.62; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.747}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=1.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.77375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=1.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7835}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=1.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.78575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=1.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.78775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=1.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.79575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=1.59; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.747}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=1.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.80775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=1.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.81}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=1.78; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.829}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=1.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.84175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=1.81; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.84475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=1.84; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.849}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=1.82; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8455}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=1.80; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.83725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=1.84; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.85675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=1.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8465}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=1.79; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.83325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=1.77; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8255}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=1.78; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=1.79; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=1.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=1.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=1.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.806}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=1.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.82475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=1.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.81775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=1.77; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.83225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=1.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.81725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=1.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=1.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.804}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=1.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.836}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=1.78; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=1.78; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.84275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=1.80; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.85125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=1.76; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.83825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=1.78; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.827}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=1.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.82625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=1.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8165}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=1.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.81775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=1.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.82475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=1.74; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.831}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=1.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.819}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=1.74; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=1.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.82725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=1.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.81}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=1.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.83625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=1.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=0.16; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.21025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=1.17; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.39875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=1.34; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4965}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=1.26; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.49125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=1.33; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.54575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=1.53; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.64925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=1.41; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.619}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=1.42; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=1.53; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.688}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=1.53; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=1.44; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.65825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=1.32; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=1.21; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5765}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=1.16; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=1.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.56475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=1.09; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.52}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=1.09; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=1.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=1.17; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.555}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=1.13; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.53675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5015}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=0.98; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.48125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=0.96; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4535}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=0.92; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4255}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=0.92; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.42975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=0.93; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=0.92; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.42875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=0.91; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.439}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=0.93; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.44825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=0.96; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.45075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=0.95; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=0.90; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.419}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=0.98; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.46075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=0.97; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=1.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.48875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=1.04; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.50625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=0.99; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.492}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5035}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.49475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=1.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.50175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=1.04; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.50775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=1.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.502}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=1.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=1.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=0.99; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.505}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=0.99; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=0.97; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=0.97; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.48}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=0.98; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.46425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=0.99; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=1.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=1.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4895}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=0.99; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.50375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=1.21; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3445}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=0.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.259}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=0.65; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.27025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=0.98; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=0.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3995}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3415}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=0.76; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.333}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=0.54; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.25}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=0.48; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=0.52; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=0.41; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=0.49; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=0.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.25475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=0.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=0.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=0.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2415}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=0.52; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=0.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.26125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=0.49; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=0.43; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.211}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=0.47; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=0.49; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.224}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=0.45; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.202}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=0.48; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=0.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.26175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=0.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=0.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2435}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=0.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2515}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=0.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.26875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=0.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.27625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=0.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2835}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=0.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.294}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=0.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.25375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=0.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=0.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2605}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=0.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.257}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=0.52; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.234}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=0.49; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=0.47; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=0.52; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.233}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=0.51; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=0.50; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.231}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=0.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=0.54; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.239}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=0.54; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=0.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2645}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=0.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.28}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=0.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.257}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=0.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2665}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=0.54; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=0.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.255}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=0.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.25925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=0.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.26925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=0.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2665}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=0.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.27825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=0.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2815}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=0.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.27175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=2.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.592}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=3.01; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8565}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=3.01; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.91725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=2.58; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.88825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=2.42; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.885}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=2.52; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.91475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=2.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=2.09; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=1.92; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=1.92; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=1.71; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7645}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=1.71; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.767}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=1.63; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.74875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=1.65; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.74875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=1.49; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.715}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=1.57; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=1.62; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.757}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=1.64; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.768}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=1.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.786}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=1.62; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.75875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=1.65; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.789}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=1.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.79775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=1.72; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8035}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=1.77; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.81525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=1.73; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=1.74; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=1.76; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=1.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=1.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=1.83; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8535}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=1.81; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=1.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.851}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=1.85; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.87175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=1.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.873}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.867}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=1.92; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.87375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=1.90; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=1.85; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8545}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=1.85; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.865}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=1.85; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.86525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8765}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8685}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=1.87; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8665}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8715}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=1.90; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=1.87; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8665}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.868}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=1.87; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.86175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.86925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=1.90; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.871}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=1.86; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.87525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=1.85; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.854}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=1.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8595}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=1.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.87375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.862}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.878}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=1.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.86575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=1.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.88}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=0.14; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=1.16; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=0.37; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=0.40; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=0.88; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.36825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=0.88; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.36625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.44625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=0.97; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.42425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=1.04; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4545}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=1.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.512}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=1.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=1.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.54325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=1.05; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.48775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=0.99; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.47475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=1.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.49575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=1.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.51425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=1.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5115}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=1.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.497}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.482}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=0.98; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.468}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.43675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.42525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=0.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.42775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=0.89; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.416}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4035}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.399}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=0.84; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.38075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=0.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.42125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=0.86; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=0.90; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=0.86; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.39075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.37925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=0.82; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.376}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3745}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.37}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.39325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.39375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.378}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=0.84; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4065}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=0.86; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.41575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=0.88; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.423}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.41875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.448}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=0.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.452}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.42575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.442}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=0.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.468}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=0.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.473}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.43225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=0.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4595}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=0.96; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.459}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=0.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4685}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=0.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.463}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4565}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.46925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.20725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=1.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.44675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=1.13; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.381}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=0.61; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2595}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=0.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.291}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=1.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.42775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=0.88; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3645}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=0.99; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.41875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=0.91; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.39475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=0.78; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3505}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=0.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=0.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.307}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=0.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=0.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.29925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=0.66; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.285}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=0.56; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=0.64; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.29575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=0.62; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.277}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=0.59; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.26275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=0.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=0.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.26475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=0.62; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.28}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=0.62; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.28025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=0.62; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.28375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=0.66; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=0.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=0.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=0.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3105}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=0.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.327}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=0.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.318}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=0.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.326}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=0.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=0.66; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.28975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=0.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.31375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=0.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.322}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=0.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.34225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=0.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.35475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=0.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3505}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=0.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3515}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=0.76; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.36625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=0.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.334}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=0.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.34825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=0.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.33125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=0.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=0.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=0.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=0.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=0.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3485}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=0.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.317}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=0.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.31425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=0.75; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.35125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=0.73; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=0.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.33575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=0.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.324}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=0.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.31625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=0.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=0.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.32}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=0.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.33075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=0.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=0.74; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.34275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2115}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=1.77; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.44625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=2.09; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.668}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=1.54; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.56775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=1.71; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.67325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=1.74; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.70025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=1.76; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.72225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=1.47; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=1.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=1.28; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.582}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=1.31; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.60025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=1.31; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.60925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=1.42; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6585}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=1.49; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=1.49; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.697}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=1.54; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=1.58; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.74875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=1.60; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.74025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=1.70; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.78625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=1.71; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.80325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=1.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7895}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=1.61; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=1.62; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=1.64; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.777}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=1.65; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.784}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=1.63; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.77125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=1.63; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7845}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=1.61; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.777}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=1.63; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.77475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=1.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.811}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=1.72; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.81525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=1.77; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.83275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=1.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.834}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=1.81; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.87575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=1.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8465}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=1.77; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.828}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=1.77; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.83475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=1.71; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=1.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=1.71; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=1.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.80375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=1.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.809}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=1.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.81325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=1.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.815}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=1.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.80775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=1.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.813}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=1.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=1.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.813}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=1.71; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.814}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=1.70; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.822}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=1.70; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.81525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=1.70; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.811}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=1.67; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.81225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=1.73; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.83775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=1.73; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=1.69; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.817}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=1.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.81675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=1.67; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.812}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=1.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.80575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.33275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=1.58; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.51625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=1.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.66}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=1.95; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=1.81; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.71775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=1.99; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.811}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=1.85; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.77725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=1.86; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.803}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=1.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=1.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.80475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=1.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=1.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8315}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=1.75; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.788}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=1.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.816}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=1.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.813}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=1.72; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.78475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=1.71; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=1.72; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7935}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=1.76; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.81275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=1.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.83425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=1.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8485}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=1.87; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.854}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=1.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.86325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=1.87; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.85675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.85475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=1.86; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=1.86; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.852}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=1.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.855}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=1.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8465}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=1.76; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.81975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=1.76; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=1.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=1.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.83475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=1.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=1.77; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=1.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.842}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=1.75; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.837}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=1.72; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.80875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=1.71; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.80675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=1.67; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.79975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=1.67; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=1.68; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.80475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=1.64; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.791}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=1.63; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.795}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=1.59; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=1.61; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.78175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=1.62; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.79075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=1.61; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.78775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=1.57; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.77975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=1.59; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.78575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=1.57; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.766}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=1.58; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.773}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=1.58; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7565}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=1.60; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.776}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=1.60; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7785}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=1.59; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.772}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=1.60; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7905}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2045}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=4.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8445}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=2.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=2.72; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.88575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=2.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.92875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=2.55; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.91475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=2.42; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.9025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=2.58; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.94025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=2.66; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.94875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=2.60; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.94975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=2.63; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.9585}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=2.53; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.94575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=2.46; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.93925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=2.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.95425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=2.47; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.94675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=2.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.9485}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=2.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.94825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=2.42; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.95}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=2.54; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=2.51; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=2.54; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=2.49; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.95825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=2.50; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.963}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=2.47; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=2.43; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.949}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=2.52; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.966}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=2.49; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=2.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.9615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=2.45; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=2.49; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.9635}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=2.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.964}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=2.53; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=2.50; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.971}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=2.51; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.966}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=2.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=2.50; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=2.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=2.50; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.97025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=2.47; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.9665}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=2.43; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.9595}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=2.41; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.959}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=2.43; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.968}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=2.44; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.967}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=2.42; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=2.45; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.95675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=2.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.968}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=2.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.97075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=2.50; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.97075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=2.44; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=2.41; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=2.44; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=2.43; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=2.45; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=2.43; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=2.45; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=2.49; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.97075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=2.50; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.966}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=2.53; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.9715}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=2.52; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=2.52; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.96975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=1.87; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.455}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=1.52; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4985}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=1.14; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.417}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=1.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.527}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=1.31; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5515}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=1.08; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4635}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=1.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.429}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=0.98; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=0.85; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=0.77; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.34175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=0.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3515}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=0.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=0.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.35775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=0.76; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.32875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=0.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.354}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=0.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.34925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=0.76; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.34125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=0.75; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=0.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=0.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3605}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=0.73; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.334}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=0.77; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.358}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=0.76; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.341}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=0.76; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.356}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=0.81; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.38875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=0.83; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3955}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=0.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=0.86; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.40475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=0.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3935}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=0.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=0.75; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.35525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=0.76; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=0.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.35625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=0.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.408}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=0.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=0.87; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.42075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=0.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.39725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=0.86; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.407}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=0.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4065}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=0.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.42675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=0.90; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=0.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.426}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=0.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.42325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=0.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4365}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=0.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.428}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=0.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=0.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=0.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.42725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=0.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.43075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=0.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.45025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=0.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.44275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=0.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=0.86; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.416}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=0.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.42425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=0.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=0.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.43325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=0.90; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.44725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=0.90; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.43825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=0.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2185}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.30875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=0.69; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.25675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=0.28; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=0.44; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=0.52; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.246}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=0.46; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2115}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=0.43; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=0.38; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=0.35; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.213}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=0.35; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=0.19; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=0.16; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=0.20; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=0.14; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=0.12; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2345}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=0.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=0.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=0.14; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=0.10; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=0.03; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=0.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.232}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=0.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=0.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=0.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2365}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=0.05; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2365}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=0.03; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2345}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=-0.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=-0.04; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.244}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=0.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.242}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=0.04; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=0.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=0.11; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.247}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=0.14; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2285}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=0.17; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=0.22; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=0.20; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=0.20; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.228}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=0.21; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=0.26; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.221}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=0.25; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=0.24; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=0.22; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.232}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=0.21; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2285}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=0.21; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=0.18; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=0.13; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.229}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=0.14; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=0.14; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=0.12; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=0.13; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2445}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=0.11; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.231}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=0.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=0.10; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=0.10; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=0.12; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=0.11; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=0.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.237}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=0.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=0.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.238}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.20825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=1.24; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.326}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=1.30; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=1.14; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.42325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=1.23; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.49675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=1.25; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5105}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=1.25; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.54125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=1.23; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5345}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=1.24; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=1.29; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.579}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=1.28; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.57075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=1.28; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.589}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=1.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.571}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=1.11; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.51975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=1.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.45725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=0.96; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4335}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=0.97; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.463}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.473}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=1.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4745}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=0.96; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.45}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=0.99; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=1.04; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.50175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4745}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=0.99; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.473}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=0.95; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4555}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=0.91; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=0.94; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.45275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=0.95; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.45675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=0.95; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.45625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=0.93; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.43275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=0.92; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.44125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=0.87; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.42075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=0.86; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.41075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=0.84; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3835}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=0.81; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.37425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=0.82; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.39725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=0.81; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.38225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=0.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.39525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=0.84; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.39025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=0.89; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.424}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=0.89; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=0.84; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.40125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=0.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.40375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=0.84; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.402}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=0.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=0.82; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.38475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=0.84; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=0.86; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.42125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=0.86; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.41625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=0.86; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.41775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=0.86; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.406}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=0.84; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.40325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=0.83; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=0.79; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.377}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=0.79; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.36525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=0.77; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.372}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=0.78; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=0.76; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.35325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=0.76; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3505}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=0.79; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.3755}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=1.63; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.40625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=2.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.831}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=2.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.89525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=2.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=2.01; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.785}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=2.15; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.852}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=1.99; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=2.17; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.88425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=2.05; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8535}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=1.94; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.83}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=1.96; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.837}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=2.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.86025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=1.94; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=1.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.85275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=1.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.81325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=1.73; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.80225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=1.57; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.749}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=1.49; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.71}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=1.49; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=1.47; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=1.43; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6915}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=1.42; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=1.40; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=1.31; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=1.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.62825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=1.29; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.626}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=1.29; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=1.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.62275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.59975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6105}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=1.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=1.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.606}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.62825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.59725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5905}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.606}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.62225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=1.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.62125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=1.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.643}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=1.31; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6445}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=1.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.65575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.688}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=1.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6895}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=1.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=1.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.66625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=1.31; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.65725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=1.32; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.66125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=1.31; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.65925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=1.31; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.666}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=1.29; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.63975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=0.84; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.28575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=0.37; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=0.21; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.219}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=-0.01; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=-0.35; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=-0.45; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.25925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=-0.14; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=-0.20; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.249}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=-0.19; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=-0.13; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=-0.16; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=-0.12; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=-0.03; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=0.02; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=0.02; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=0.07; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=0.02; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.236}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=-0.01; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=-0.05; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=0.06; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=0.09; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.234}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=0.07; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=0.06; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=0.02; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=0.02; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=0.03; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=-0.02; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=-0.04; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=-0.05; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=-0.07; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2435}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=-0.01; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=-0.04; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=0.02; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=0.02; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=-0.01; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=-0.04; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.239}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=-0.06; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=-0.05; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.243}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=-0.01; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=-0.03; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.25025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=-0.02; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.243}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=0.01; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2365}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=0.03; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.234}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=-0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=-0.01; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=-0.02; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=-0.01; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=0.02; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=0.02; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=0.04; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=0.04; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=0.04; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2365}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=0.02; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=0.06; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=0.08; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=0.10; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=0.10; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.241}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=0.09; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=0.17; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=1.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.618}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=2.02; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.73475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=2.09; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7835}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=1.77; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=1.67; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.707}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=1.46; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.639}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=1.43; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.62875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.54375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=1.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=1.41; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6585}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=1.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=1.40; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=1.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.621}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=1.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.641}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=1.47; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.70175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=1.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.645}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=1.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.631}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=1.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=1.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.63975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=1.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.634}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=1.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.65}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=1.31; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=1.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.65175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=1.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.66675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=1.41; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=1.44; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.70775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=1.44; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.69675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=1.45; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.72}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.67475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6655}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=1.42; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=1.43; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.70675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=1.41; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=1.46; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7165}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=1.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.73}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=1.51; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.74525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=1.49; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.73625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=1.51; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.74825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=1.53; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.75675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=1.55; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.76775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=1.58; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.77275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=1.58; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.75225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=1.57; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.774}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=1.56; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.75975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=1.56; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7635}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=1.54; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.75025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=1.53; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.761}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=1.54; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.76675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=1.54; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=1.54; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.766}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=1.56; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.778}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=1.53; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.76825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=1.52; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.74425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=1.51; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7485}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=1.47; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.71925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=1.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.73425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=1.46; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.73675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.333}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=1.81; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=1.06; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3985}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.50725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.51975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=1.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.54825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.596}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=1.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.57125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=1.40; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6165}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.59275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=1.45; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.67075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=1.53; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=1.61; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.731}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=1.60; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.73375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=1.70; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.77975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=1.65; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.764}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=1.55; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.723}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=1.64; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.77}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=1.70; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.79025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=1.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.81475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=1.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=1.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.82375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=1.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.83925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=1.87; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8555}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=1.87; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.85025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=1.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.859}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=1.90; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.86775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=1.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.87475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=1.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=1.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=1.85; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=1.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.86575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=1.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=1.86; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.85425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=1.83; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=1.86; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.85525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=1.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.85}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=1.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.842}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=1.83; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.85225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=1.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8435}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=1.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.841}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=1.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=1.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=1.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8455}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=1.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.854}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=1.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8435}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=1.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8455}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=1.81; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.83075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=1.77; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.838}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=1.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.85575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=1.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=1.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.8645}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=1.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.85775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=1.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=1.83; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.863}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=1.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.85825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=1.81; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.86775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=1.78; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=1.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.84175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=0.06; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=0.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.29425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=0.48; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=0.70; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.28625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=0.57; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.241}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=0.46; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.224}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=0.72; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.30775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=0.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=0.77; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.342}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=0.77; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.34975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=0.90; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.403}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=0.87; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.39575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=0.85; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=0.92; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=1.01; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4645}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=1.05; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.48975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=1.12; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.52975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=1.14; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=1.16; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.567}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=1.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=1.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=1.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6435}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=1.32; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=1.29; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.63225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=1.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.59725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.62725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.572}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=1.16; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.57675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.58}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.603}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=1.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=1.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.60325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=1.17; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.58425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.58625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=1.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.59725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=1.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=1.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6065}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.622}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.606}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=1.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.58925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.62775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=1.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=1.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=1.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.62175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=1.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.60825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=1.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.59575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.605}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=0.72; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.25525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=0.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=0.62; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.25075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=0.32; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=0.53; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.23475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=0.51; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=0.45; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=0.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=0.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=0.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=0.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=0.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=0.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=0.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=0.32; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=0.26; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=0.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=0.28; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=0.29; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.221}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=0.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.218}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=0.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2115}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=0.44; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2085}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=0.43; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2105}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=0.40; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=0.42; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=0.49; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.223}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=0.44; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=0.42; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=0.40; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=0.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=0.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.211}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=0.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.213}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=0.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=0.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.212}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=0.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=0.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=0.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=0.43; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=0.46; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2105}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=0.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=0.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=0.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=0.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.218}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=0.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=0.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.216}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=0.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=0.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=0.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=0.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.209}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=0.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=0.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=0.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.22275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=0.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.214}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=0.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.218}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=0.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2105}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=0.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=0.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=0.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2165}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=0.37; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.218}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=0.45; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.208}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.33425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=0.18; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=0.18; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=0.44; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=0.35; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=0.39; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=0.42; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2065}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=0.77; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.352}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=0.82; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.363}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.34875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=0.88; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.39375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=0.98; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4515}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=1.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4815}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=1.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.502}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=1.11; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.53325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=1.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.515}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=1.12; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.537}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=1.11; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.524}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=1.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5185}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=1.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=1.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.50225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=1.03; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.51725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=0.99; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.46775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.48875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=1.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.53025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=1.10; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.53175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=1.04; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5115}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=1.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.52175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=1.05; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.50325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=1.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.49875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=1.03; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.49975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=1.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.46525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=1.04; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.50625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=1.03; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5015}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=1.04; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.496}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=1.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.51975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=1.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.49825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=0.98; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.48}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=0.96; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.462}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=1.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.486}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=1.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=1.04; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.50725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=1.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.541}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=1.04; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.511}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=0.97; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.48}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=0.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=0.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.44725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=0.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.44325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=0.99; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4865}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=1.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.47075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=0.98; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.46475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=0.98; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=0.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=0.96; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=0.97; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4805}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=1 mean=0.56. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.22325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=2 mean=1.92. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.622}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=3 mean=1.19. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.45325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=4 mean=1.22. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4855}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=5 mean=1.52. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.62425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=6 mean=1.74. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.71925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=7 mean=2.01. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.8215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=8 mean=1.99. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.8355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=9 mean=1.92. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.818}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=10 mean=1.89. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.81875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=11 mean=1.70. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.7645}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=12 mean=1.64. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.75375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=13 mean=1.73. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.777}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=14 mean=1.83. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.82475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=15 mean=1.93. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.84975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=16 mean=1.92. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.8535}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=17 mean=1.97. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.8695}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=18 mean=1.97. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.86625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=19 mean=1.95. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.8705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=20 mean=1.99. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.874}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=21 mean=1.95. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.87075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=22 mean=1.95. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.86775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=23 mean=1.97. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.87625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=24 mean=2.04. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.8965}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=25 mean=2.07. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=26 mean=2.06. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=27 mean=2.07. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=28 mean=2.08. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.89975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=29 mean=2.09. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=30 mean=2.13. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.91525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=31 mean=2.06. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=32 mean=2.08. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=33 mean=2.06. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=34 mean=2.07. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=35 mean=2.04. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.908}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=36 mean=2.05. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.904}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=37 mean=2.05. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.909}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=38 mean=2.05. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=39 mean=2.05. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.91175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=40 mean=2.04. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.899}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=41 mean=2.06. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=42 mean=2.06. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=43 mean=2.06. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=44 mean=2.06. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.91175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=45 mean=2.10. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.91775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=46 mean=2.10. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=47 mean=2.14. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.929}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=48 mean=2.12. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=49 mean=2.09. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9115}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=50 mean=2.06. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.916}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=51 mean=2.03. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.89975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=52 mean=2.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.8965}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=53 mean=1.99. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=54 mean=1.98. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.895}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=55 mean=1.98. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.8955}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=56 mean=2.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=57 mean=2.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.90375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=58 mean=2.02. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.91125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=59 mean=2.02. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=-0.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=-0.39; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=-0.29; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=-0.03; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=-0.19; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=-0.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=0.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=0.14; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=0.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=0.16; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=0.03; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=0.13; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.228}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=0.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=-0.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.25475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=-0.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=-0.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=-0.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=0.03; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=0.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=0.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=0.10; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=0.05; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.239}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=0.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=0.03; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=0.11; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=0.18; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=0.21; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=0.19; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=0.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=0.14; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=0.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=0.05; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=0.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=0.04; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.237}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=0.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=0.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=0.11; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.237}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=0.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=0.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.233}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=0.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=0.13; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=0.13; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=0.11; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=0.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=0.10; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=0.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=0.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.237}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=0.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.236}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=0.10; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=0.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=0.11; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=0.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=0.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=0.12; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=0.12; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=0.12; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.234}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=0.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=0.11; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=0.94; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.28525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=0.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.2125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=0.44; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.20375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=0.82; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=0.74; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.312}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=0.89; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3765}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=1.03; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.447}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=0.88; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3935}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=0.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3695}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=0.84; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.38025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=0.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.36175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=0.81; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.357}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=0.86; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.39025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=0.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.3505}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=0.92; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.43625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=0.86; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.402}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=0.81; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.37425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=0.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.36025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=0.79; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.36425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=0.80; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.367}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=0.90; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.41775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=0.91; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=1.01; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.4725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=1.03; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.50375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=1.12; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.54425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=1.15; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.565}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.583}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.57925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=1.15; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.56425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=1.15; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5565}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=1.11; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.54975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=1.09; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=1.08; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.52925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=1.02; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.498}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=1.08; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.52425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=1.09; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.55025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=1.08; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=1.06; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=1.09; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.54275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=1.08; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5505}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=1.11; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.54375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=1.13; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.554}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=1.13; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.56125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=1.13; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.55275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=1.13; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.564}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=1.14; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.562}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=1.11; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.546}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=1.10; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.54425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=1.10; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.53975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=1.11; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5545}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=1.11; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.54675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=1.11; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.56525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=1.09; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.52925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=1.10; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5505}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=1.10; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.54975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=1.11; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.542}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=1.13; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=1.17; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.58775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=1.17; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.593}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=0.28; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=1.41; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=1.78; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.64925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=1.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.718}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=1.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.752}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=2.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.823}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=1.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.74375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=1.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.679}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=1.69; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7565}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=1.50; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.677}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=1.43; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.65}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=1.54; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.72625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=1.39; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.65075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=1.34; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.64225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=1.30; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.61175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=1.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.55175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=1.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=1.10; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=1.10; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.521}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=1.19; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5805}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=1.15; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.56975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=1.16; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=1.05; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.50875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=1.04; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.507}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=1.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.489}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=0.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=0.99; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.478}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=0.96; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4655}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=0.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4415}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.46}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4415}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.43575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.432}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=0.89; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.434}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=0.89; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4445}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=0.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.41925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=0.86; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=0.84; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.398}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=0.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=0.84; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=0.84; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=0.86; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.42375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3935}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=0.84; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=0.85; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3995}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.39975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=0.84; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.388}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=0.84; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.41125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=0.86; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4035}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=0.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4105}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=0.85; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=0.86; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=0.84; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3945}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=0.85; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.21025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=1 mean=1.76; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.45675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=2 mean=1.49; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.48825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=3 mean=1.66; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.603}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=4 mean=1.54; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=5 mean=1.44; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5865}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=6 mean=1.43; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=7 mean=1.70; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.72}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=8 mean=1.62; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.7125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=9 mean=1.62; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.72275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=10 mean=1.57; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6995}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=11 mean=1.71; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.75675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=12 mean=1.60; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.733}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=13 mean=1.46; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=14 mean=1.45; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.67675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=15 mean=1.44; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6845}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=16 mean=1.41; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=17 mean=1.40; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.66875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=18 mean=1.28; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=19 mean=1.18; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.566}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=20 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.568}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=21 mean=1.17; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.561}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=22 mean=1.17; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.56125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=23 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.5865}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=24 mean=1.32; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=25 mean=1.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.661}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=26 mean=1.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.66025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=27 mean=1.28; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=28 mean=1.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6255}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=29 mean=1.33; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.63925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=30 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=31 mean=1.32; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=32 mean=1.42; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=33 mean=1.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.67925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=34 mean=1.39; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.693}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=35 mean=1.35; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.66225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=36 mean=1.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.67125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=37 mean=1.36; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.65925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=38 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.67625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=39 mean=1.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.66625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=40 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.68575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=41 mean=1.38; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6795}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=42 mean=1.34; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.67425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=43 mean=1.30; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=44 mean=1.29; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.64825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=45 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.62375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=46 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.621}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=47 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.613}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=48 mean=1.24; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.627}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=49 mean=1.25; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.62525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=50 mean=1.27; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.63875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=51 mean=1.22; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.609}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=52 mean=1.20; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.59725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=53 mean=1.21; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.61875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=54 mean=1.23; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6165}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=55 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.59925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=56 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.59925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=57 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.60275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=58 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.593}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=59 mean=1.19; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [1.0, 0.0, 0.0, 0.0, 0.0], "p_best": 0.6055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.20875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=1 mean=1.60. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.41225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=2 mean=1.65. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.535}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=3 mean=1.40. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.52525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=4 mean=1.46. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.55825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=5 mean=1.39. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.5595}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=6 mean=1.10. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.46375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=7 mean=0.96. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.41475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=8 mean=0.81. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.359}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=9 mean=0.64. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.28525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=10 mean=0.60. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.274}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=11 mean=0.58. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.25275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=12 mean=0.58. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.25525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=13 mean=0.64. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.29075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=14 mean=0.55. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2545}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=15 mean=0.48. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=16 mean=0.46. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.223}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=17 mean=0.34. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=18 mean=0.31. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.217}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=19 mean=0.34. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=20 mean=0.35. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=21 mean=0.29. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2165}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=22 mean=0.25. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.22725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=23 mean=0.30. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.22175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=24 mean=0.30. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.221}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=25 mean=0.30. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.216}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=26 mean=0.33. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=27 mean=0.32. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=28 mean=0.25. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.216}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=29 mean=0.24. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.219}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=30 mean=0.25. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=31 mean=0.34. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=32 mean=0.40. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.20825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=33 mean=0.40. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.20825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=34 mean=0.38. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2315}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=35 mean=0.36. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=36 mean=0.31. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2185}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=37 mean=0.34. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=38 mean=0.35. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=39 mean=0.39. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=40 mean=0.40. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2085}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=41 mean=0.38. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.211}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=42 mean=0.41. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2045}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=43 mean=0.39. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=44 mean=0.38. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=45 mean=0.37. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=46 mean=0.31. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=47 mean=0.30. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=48 mean=0.29. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2265}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=49 mean=0.27. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.221}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=50 mean=0.26. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.22325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=51 mean=0.23. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=52 mean=0.26. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.22125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=53 mean=0.26. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=54 mean=0.26. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.226}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=55 mean=0.26. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=56 mean=0.28. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=57 mean=0.26. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=58 mean=0.29. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=59 mean=0.32. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.208}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=-0.20; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=0.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=0.99; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.38375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=1.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.62875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=1.23; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.50025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=0.98; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.42075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=0.79; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.34625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=0.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3695}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=0.79; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3485}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=0.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4305}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=0.79; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.35375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=0.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.31475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=0.67; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=0.70; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.319}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=0.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.29475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=0.76; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.343}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=0.82; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.38875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=0.77; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.34325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=0.82; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3745}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=0.82; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.37775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=0.82; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.38675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=0.77; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.35725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=0.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.32525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=0.72; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3345}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=0.69; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.32575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=0.67; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=0.70; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=0.65; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.301}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=0.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.283}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=0.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2765}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=0.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2455}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=0.54; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=0.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=0.54; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=0.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.25025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=0.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=0.49; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=0.47; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=0.50; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=0.51; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=0.47; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=0.44; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=0.45; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=0.47; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2085}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=0.49; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=0.51; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.24175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=0.49; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.224}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=0.49; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=0.49; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.23075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=0.46; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.22025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=0.46; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=0.46; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.2055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=0.42; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=0.39; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=0.39; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.216}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=0.40; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=0.39; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=0.36; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=2.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.50175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=2.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8365}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=2.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.877}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=2.16; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=2.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=2.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.798}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=1.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.761}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=1.69; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.731}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=1.75; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.767}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=1.83; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=1.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=1.78; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=1.77; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7915}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=1.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.82075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=1.73; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.78}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=1.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.81275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=1.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=1.73; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.797}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=1.70; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=1.67; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.778}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=1.67; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=1.68; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=1.69; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.802}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=1.65; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=1.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=1.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.74425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=1.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=1.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.753}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=1.54; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.734}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=1.51; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.738}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=1.47; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.716}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=1.54; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.742}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.74575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.754}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=1.54; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.756}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=1.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7635}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=1.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.782}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.76825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=1.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.773}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=1.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=1.54; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7535}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=1.55; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.76225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=1.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7665}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=1.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7645}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=1.53; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.74825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=1.56; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.763}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7685}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.786}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.76625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.21375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=1.85; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.46}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=1.42; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.48075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=1.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.693}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.61825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=1.73; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.6955}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=1.39; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5905}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=1.18; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=1.23; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=1.30; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.58375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=1.29; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.60425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=1.17; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=1.08; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.49475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=0.89; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.403}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=0.89; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=0.76; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.353}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=0.88; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.36275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=0.88; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.407}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=0.90; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.415}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.367}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=0.77; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=0.73; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.339}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=0.73; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=0.76; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.34775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=0.78; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.35175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.38825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.36875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=0.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.37225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=0.79; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.3795}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=0.81; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.38625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=0.82; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.39}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=0.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.40675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=0.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.452}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=0.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.44625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=0.97; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=0.97; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.47225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=0.97; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.47525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=0.97; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.46925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=0.92; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=0.91; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.438}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=0.97; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.47}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=0.95; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.45075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=0.98; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.47975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=0.99; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4795}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=0.98; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=1.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4905}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=1.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.49225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=1.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.50275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.47775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=1.03; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4985}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=1.02; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5065}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=1.03; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.49925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=1.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=1.07; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.5255}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=1.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.52875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=1.05; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.51175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=1.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.52475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=1.01; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.4925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2115}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=1.12; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.32775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=0.95; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.332}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=0.81; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.32125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=0.89; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.3625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=0.85; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.37025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=0.83; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.362}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=0.77; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.33275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=0.98; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.44975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=1.01; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.451}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=1.11; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=1.15; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.51475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=1.17; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.54775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=1.22; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5745}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=1.36; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.64}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=1.29; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.61825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=1.32; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=1.29; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.599}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=1.22; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=1.19; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=1.25; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=1.25; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.593}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=1.16; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=1.11; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5255}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=1.10; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.53075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=1.11; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=1.12; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.52925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=1.17; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.56}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=1.18; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5755}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=1.22; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5955}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=1.19; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.56875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=1.19; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=1.17; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.57775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=1.19; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5815}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=1.19; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=1.21; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=1.21; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=1.20; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5955}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=1.22; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=1.24; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.62325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=1.22; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.60475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=1.22; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=1.23; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.60625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=1.19; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5935}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=1.21; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6045}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=1.24; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.61675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=1.24; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.60575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=1.22; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.61375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=1.23; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=1.19; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=1.19; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=1.18; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5795}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=1.18; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=1.16; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.578}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=1.21; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=1.19; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.60125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=1.18; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=1.17; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=1.17; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5915}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=1.17; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.206}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=1 mean=3.68. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.79475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=2 mean=3.55. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=3 mean=3.42. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9555}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=4 mean=3.01. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=5 mean=2.80. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.94225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=6 mean=2.92. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.96825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=7 mean=2.71. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9505}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=8 mean=2.65. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.943}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=9 mean=2.70. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.95525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=10 mean=2.83. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.96975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=11 mean=2.92. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9785}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=12 mean=3.04. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.983}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=13 mean=3.16. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9945}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=14 mean=3.07. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.988}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=15 mean=3.09. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=16 mean=3.14. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=17 mean=3.21. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9935}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=18 mean=3.20. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=19 mean=3.13. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=20 mean=3.18. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.994}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=21 mean=3.15. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=22 mean=3.20. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.995}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=23 mean=3.24. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9955}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=24 mean=3.26. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=25 mean=3.20. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9965}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=26 mean=3.18. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.995}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=27 mean=3.19. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.995}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=28 mean=3.18. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=29 mean=3.15. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9955}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=30 mean=3.20. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.994}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=31 mean=3.16. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9945}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=32 mean=3.24. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.994}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=33 mean=3.24. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.995}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=34 mean=3.23. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=35 mean=3.22. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=36 mean=3.21. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.997}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=37 mean=3.25. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.997}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=38 mean=3.25. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=39 mean=3.29. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.996}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=40 mean=3.26. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=41 mean=3.26. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.996}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=42 mean=3.29. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=43 mean=3.27. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9965}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=44 mean=3.26. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=45 mean=3.32. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=46 mean=3.32. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=47 mean=3.34. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9985}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=48 mean=3.35. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=49 mean=3.33. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.998}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=50 mean=3.38. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=51 mean=3.40. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.999}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=52 mean=3.42. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=53 mean=3.40. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.9975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=54 mean=3.40. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=55 mean=3.41. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.99725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=56 mean=3.43. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.999}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=57 mean=3.41. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.999}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=58 mean=3.42. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.998}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=59 mean=3.41. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.999}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.203}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=-0.18; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=0.27; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=0.65; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=0.92; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.371}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=1.07; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.43425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=1.16; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.51}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=1.10; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.4905}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=1.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.4425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=0.78; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.3475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=0.63; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.28275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=0.62; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.27}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=0.73; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.323}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=0.63; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.29075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=0.48; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=0.43; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.213}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=0.46; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=0.42; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=0.32; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=0.37; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=0.36; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=0.36; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=0.43; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.217}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=0.38; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=0.41; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=0.41; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=0.36; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=0.32; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=0.30; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=0.25; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=0.29; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=0.32; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2185}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=0.29; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=0.30; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.213}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=0.31; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.226}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=0.29; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=0.26; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=0.29; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.217}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=0.32; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=0.29; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=0.27; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=0.28; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=0.26; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.226}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=0.27; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=0.29; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.222}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=0.29; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=0.29; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=0.35; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=0.33; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.221}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=0.29; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=0.33; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=0.33; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.216}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=0.33; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=0.37; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=0.35; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.216}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=0.36; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.223}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=0.35; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=0.35; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=0.31; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=0.32; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.214}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=0.63; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.249}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=1.45; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.48425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=1.88; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=1.37; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.555}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=1.31; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.55175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=1.35; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=1.18; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.51625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=1.32; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5915}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=1.44; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.661}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=1.35; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.61825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=1.31; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.60675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=1.29; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5905}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=1.24; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5835}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=1.28; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.60125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=1.18; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5545}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=1.16; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.551}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=1.13; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.53925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=1.16; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.55525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=1.12; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=1.02; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.4855}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=0.95; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.45175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=0.94; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.449}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=0.92; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.438}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=0.90; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.43675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=0.88; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.41875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=0.91; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.41975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=0.92; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.44875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=0.97; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.45025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=1.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.4695}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=0.98; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.45925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=1.02; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.48675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=0.98; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.474}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=0.96; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.4785}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=0.99; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.4985}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=0.99; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.48225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=0.97; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.47025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=0.97; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.46225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=0.96; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.469}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=0.96; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.46}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=0.96; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.461}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=0.97; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.47275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=1.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.48225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=0.99; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.48}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=1.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.4865}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=0.99; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.47775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=1.01; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.49075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=1.03; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.50175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=1.01; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.491}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=1.02; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.494}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=1.03; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=1.04; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.52}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=1.02; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.51275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=1.03; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.49875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=1.04; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.514}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=1.02; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.49475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=1.01; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.49825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=1.01; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.49875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=1.04; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.51725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=1.08; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.53}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.209}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=-0.68; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.237}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=-0.24; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=-0.39; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=-0.46; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=-0.28; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.24225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=0.02; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=-0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=0.06; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.23}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=0.24; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=0.11; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.228}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=0.22; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=0.25; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=0.27; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=0.24; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.221}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=0.21; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=0.25; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.217}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=0.29; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2315}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=0.31; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=0.40; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=0.43; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=0.42; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=0.38; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=0.42; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=0.41; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=0.46; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=0.42; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=0.41; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=0.39; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=0.39; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=0.38; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=0.37; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=0.36; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=0.26; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=0.26; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.223}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=0.30; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=0.33; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=0.36; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=0.35; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=0.33; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.213}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=0.32; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.22325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=0.35; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=0.37; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=0.35; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.213}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=0.36; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=0.38; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=0.39; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=0.37; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=0.36; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=0.35; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=0.35; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=0.34; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.213}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=0.34; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=0.36; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=0.38; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=0.39; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=0.38; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=0.37; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=0.36; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.21725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=0.37; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.2185}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.206}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=1 mean=-0.98. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=2 mean=-0.64. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.24375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=3 mean=0.28. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=4 mean=0.42. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.20825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=5 mean=0.46. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=6 mean=0.61. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=7 mean=0.53. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2405}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=8 mean=0.54. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.24}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=9 mean=0.57. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.25225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=10 mean=0.62. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.27875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=11 mean=0.64. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2895}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=12 mean=0.57. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.26625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=13 mean=0.52. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.233}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=14 mean=0.60. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.27375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=15 mean=0.68. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.3075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=16 mean=0.66. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.29325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=17 mean=0.55. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.25675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=18 mean=0.59. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=19 mean=0.57. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.25825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=20 mean=0.52. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.23675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=21 mean=0.55. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.24975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=22 mean=0.53. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.25025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=23 mean=0.63. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.28875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=24 mean=0.62. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.28}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=25 mean=0.63. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.303}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=26 mean=0.66. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.30725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=27 mean=0.62. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.27975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=28 mean=0.60. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2835}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=29 mean=0.63. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.29125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=30 mean=0.64. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.29525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=31 mean=0.62. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.28}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=32 mean=0.60. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.28775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=33 mean=0.59. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.264}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=34 mean=0.55. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.25575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=35 mean=0.50. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2345}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=36 mean=0.48. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.22425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=37 mean=0.44. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2105}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=38 mean=0.43. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.206}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=39 mean=0.44. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.20725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=40 mean=0.45. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2085}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=41 mean=0.46. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.218}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=42 mean=0.49. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.22575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=43 mean=0.52. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.232}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=44 mean=0.54. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.25575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=45 mean=0.55. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.256}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=46 mean=0.53. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2415}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=47 mean=0.52. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.227}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=48 mean=0.53. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.24775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=49 mean=0.55. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.25725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=50 mean=0.58. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.27375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=51 mean=0.57. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.26475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=52 mean=0.57. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.25275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=53 mean=0.58. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.25975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=54 mean=0.58. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.262}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=55 mean=0.56. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2615}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=56 mean=0.57. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.25825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=57 mean=0.55. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.248}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=58 mean=0.56. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.27075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=59 mean=0.53. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.23075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.20625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=1 mean=0.81. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=2 mean=0.22. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=3 mean=0.20. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=4 mean=0.11. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.23}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=5 mean=0.46. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2165}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=6 mean=0.36. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.217}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=7 mean=0.65. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.28425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=8 mean=0.52. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.2235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=9 mean=0.64. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.28525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=10 mean=0.69. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.29775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=11 mean=0.66. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.30175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=12 mean=0.70. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.3215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=13 mean=0.81. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.36625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=14 mean=0.76. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.3435}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=15 mean=0.76. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.33}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=16 mean=0.79. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.36325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=17 mean=0.80. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.3725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=18 mean=0.80. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.37275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=19 mean=0.82. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.37975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=20 mean=0.81. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.38075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=21 mean=0.82. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.37975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=22 mean=0.84. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.38625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=23 mean=0.88. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=24 mean=0.89. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4145}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=25 mean=0.86. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=26 mean=0.90. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.429}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=27 mean=0.90. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=28 mean=0.98. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.47875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=29 mean=0.98. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4715}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=30 mean=0.93. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4465}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=31 mean=0.94. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.44325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=32 mean=0.96. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.472}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=33 mean=0.97. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.46525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=34 mean=0.99. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4765}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=35 mean=1.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4785}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=36 mean=0.97. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4815}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=37 mean=0.99. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.48875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=38 mean=0.99. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.47375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=39 mean=0.91. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=40 mean=0.91. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.44525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=41 mean=0.96. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4695}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=42 mean=0.97. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4805}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=43 mean=0.99. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.46425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=44 mean=0.98. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.47525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=45 mean=0.96. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.45425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=46 mean=0.96. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.44075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=47 mean=1.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.48725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=48 mean=0.99. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.49575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=49 mean=1.01. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.49425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=50 mean=1.07. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.5345}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=51 mean=1.06. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.52325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=52 mean=1.07. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.53775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=53 mean=1.06. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.52125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=54 mean=1.06. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.52725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=55 mean=1.03. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.50175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=56 mean=1.05. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.51525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=57 mean=1.07. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.522}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=58 mean=1.09. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.53675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=59 mean=1.09. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.5435}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.20475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=1.53; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.39825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=1.53; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.4985}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=1.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.394}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=1.21; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.47075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=1.29; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.5195}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=1.23; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.54}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=1.31; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.57525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=1.38; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6065}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=1.43; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.6575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=1.39; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.624}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=1.43; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.66325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=1.48; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.68225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.696}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=1.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.72725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=1.65; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.75825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=1.56; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7295}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=1.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=1.60; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7585}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=1.64; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.772}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=1.54; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.72775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=1.56; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.74975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=1.56; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.73775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=1.45; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7045}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=1.44; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.70675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=1.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.7185}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=1.54; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.74525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=1.56; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.73575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=1.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.75175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=1.59; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.77225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=1.61; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.77975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=1.61; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.77725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=1.60; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.77225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=1.62; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.784}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=1.66; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=1.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=1.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=1.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8115}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=1.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.80225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=1.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.81125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=1.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=1.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8115}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=1.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.808}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=1.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8235}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=1.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.818}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=1.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.83425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=1.74; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.828}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=1.71; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.82425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=1.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=1.72; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.81725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=1.70; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.824}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=1.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.801}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=1.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.82125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=1.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.8095}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=1.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.812}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=1.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.806}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=1.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.80375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=1.66; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.80525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=1.65; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.80325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.20575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=0.69; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=-0.31; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=-0.45; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.243}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=-0.23; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=-0.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=-0.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2485}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=-0.34; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.25125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=-0.27; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=-0.25; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=-0.21; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=-0.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.246}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=-0.06; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=0.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=0.05; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=0.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.22025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=0.13; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.22875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=0.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.22625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=0.27; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.21875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=0.21; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=0.18; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=0.26; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.21975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=0.31; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2135}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=0.39; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2105}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=0.39; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.20775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=0.35; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.218}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=0.38; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.20525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=0.43; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.214}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=0.37; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.21325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=0.37; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.21175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=0.35; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=0.35; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.222}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=0.40; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2065}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=0.41; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.20775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=0.42; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.21175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=0.43; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2035}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=0.50; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=0.52; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.234}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=0.53; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=0.54; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.25}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=40 mean=0.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.26625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=41 mean=0.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.27425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=42 mean=0.54; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=43 mean=0.55; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.25675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=44 mean=0.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.266}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=45 mean=0.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.271}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=46 mean=0.62; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.29325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=47 mean=0.63; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.28275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=48 mean=0.61; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.29375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=49 mean=0.63; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2985}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=50 mean=0.62; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.282}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=51 mean=0.60; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2715}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=52 mean=0.63; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=53 mean=0.59; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2755}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=54 mean=0.55; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=55 mean=0.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.26025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=56 mean=0.58; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.26575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=57 mean=0.61; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.28275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=58 mean=0.60; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.279}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=59 mean=0.60; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm1 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.277}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.20825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=1 mean=3.09; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7015}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=2 mean=2.49; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7535}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=3 mean=2.16; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.75975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=4 mean=2.10; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7865}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=5 mean=1.70; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.69525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=6 mean=1.87; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=7 mean=1.84; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7815}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=8 mean=1.93; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=9 mean=2.05; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.84825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=10 mean=2.06; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.85925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=11 mean=1.98; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.84375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=12 mean=1.94; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=13 mean=1.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=14 mean=1.70; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.774}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=15 mean=1.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7515}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=16 mean=1.66; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=17 mean=1.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7865}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=18 mean=1.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.771}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=19 mean=1.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7865}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=20 mean=1.72; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.794}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=21 mean=1.72; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.807}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=22 mean=1.79; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.83175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=23 mean=1.75; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=24 mean=1.80; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.83075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=25 mean=1.79; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8285}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=26 mean=1.79; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.83525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=27 mean=1.72; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.81475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=28 mean=1.68; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7895}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=29 mean=1.71; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.81525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=30 mean=1.72; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.81175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=31 mean=1.69; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=32 mean=1.70; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8085}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=33 mean=1.64; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.787}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=34 mean=1.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7885}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=35 mean=1.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.777}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=36 mean=1.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=37 mean=1.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.766}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=38 mean=1.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7855}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=39 mean=1.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=40 mean=1.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.764}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=41 mean=1.61; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.774}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=42 mean=1.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.80225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=43 mean=1.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7835}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=44 mean=1.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.799}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=45 mean=1.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.8085}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=46 mean=1.63; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.792}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=47 mean=1.62; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.789}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=48 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=49 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=50 mean=1.60; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.78125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=51 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.767}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=52 mean=1.57; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7605}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=53 mean=1.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=54 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.781}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=55 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.77325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=56 mean=1.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.7785}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=57 mean=1.59; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.78}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=58 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.79075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=59 mean=1.58; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 1.0, 0.0, 0.0], "p_best": 0.78925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=1.34; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.36775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=0.68; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.259}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=1.07; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.4125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=1.30; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.51775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=1.42; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5845}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=1.42; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=1.35; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.58}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=1.26; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.544}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=1.25; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5835}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=1.26; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.57175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=1.26; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.577}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=1.41; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.65025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=1.35; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.62475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=1.50; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.69475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=1.55; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.73525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=1.60; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.737}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=1.66; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.76975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=1.73; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.80225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=1.76; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=1.78; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.824}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=1.78; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.83}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=1.79; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.82025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=1.82; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.84175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=1.81; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.82975}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=1.76; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.824}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=1.79; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.83225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=1.78; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.827}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=1.75; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=1.79; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.83425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=1.79; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.835}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=1.76; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.834}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=1.71; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8205}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=1.67; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=1.66; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.79375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=1.65; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.78575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=1.65; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.78775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=1.66; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7945}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=1.72; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.813}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=1.64; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.784}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=1.69; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.80775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=1.70; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.81775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=1.71; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.81525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=1.71; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.811}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=1.72; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.818}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=1.71; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.816}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=1.70; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.81525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=1.71; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.81175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=1.70; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=1.71; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8165}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=1.70; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.821}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=1.72; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.8245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=1.71; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.815}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=1.68; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.80325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=1.65; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.80175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=1.62; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.78475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=1.61; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.801}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=1.59; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.792}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=1.62; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.78925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=1.62; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.80725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.20325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=1 mean=1.82; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.46175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=2 mean=2.47; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.754}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=3 mean=1.59; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=4 mean=1.36; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5445}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=5 mean=1.38; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5755}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=6 mean=1.49; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.62275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=7 mean=1.57; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.698}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=8 mean=1.33; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=9 mean=1.41; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.62875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=10 mean=1.43; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.65425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=11 mean=1.43; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.66625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=12 mean=1.34; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6255}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=13 mean=1.39; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=14 mean=1.30; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.61075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=15 mean=1.33; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.61875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=16 mean=1.20; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.5735}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=17 mean=1.22; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.585}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=18 mean=1.19; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.586}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=19 mean=1.27; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.59225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=20 mean=1.33; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.63775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=21 mean=1.34; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.657}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=22 mean=1.36; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.666}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=23 mean=1.40; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=24 mean=1.42; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.69175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=25 mean=1.50; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.729}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=26 mean=1.51; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.72025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=27 mean=1.51; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7285}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=28 mean=1.52; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.732}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=29 mean=1.48; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7255}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=30 mean=1.42; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.69375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=31 mean=1.39; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.68}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=32 mean=1.36; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.668}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=33 mean=1.40; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=34 mean=1.37; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=35 mean=1.38; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.67125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=36 mean=1.41; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.70625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=37 mean=1.42; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.69775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=38 mean=1.40; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.68875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=39 mean=1.42; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.692}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=40 mean=1.39; arm4: n=0 mean=0.00. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.67725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=41 mean=1.43; arm4: n=0 mean=0.00. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.71025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=42 mean=1.41; arm4: n=0 mean=0.00. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7015}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=43 mean=1.39; arm4: n=0 mean=0.00. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6945}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=44 mean=1.36; arm4: n=0 mean=0.00. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6705}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=45 mean=1.38; arm4: n=0 mean=0.00. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=46 mean=1.36; arm4: n=0 mean=0.00. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.68825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=47 mean=1.38; arm4: n=0 mean=0.00. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6915}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=48 mean=1.38; arm4: n=0 mean=0.00. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.682}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=49 mean=1.36; arm4: n=0 mean=0.00. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.68}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=50 mean=1.39; arm4: n=0 mean=0.00. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.69475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=51 mean=1.38; arm4: n=0 mean=0.00. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.6875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=52 mean=1.37; arm4: n=0 mean=0.00. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.693}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=53 mean=1.40; arm4: n=0 mean=0.00. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.71075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=54 mean=1.41; arm4: n=0 mean=0.00. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.71025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=55 mean=1.42; arm4: n=0 mean=0.00. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.693}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=56 mean=1.43; arm4: n=0 mean=0.00. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7155}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=57 mean=1.46; arm4: n=0 mean=0.00. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7355}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=58 mean=1.46; arm4: n=0 mean=0.00. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.7255}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=59 mean=1.47; arm4: n=0 mean=0.00. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 1.0, 0.0], "p_best": 0.725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.21425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=1 mean=2.04. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.51025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=2 mean=1.50. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.49}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=3 mean=1.11. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.409}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=4 mean=0.85. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.34925}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=5 mean=1.09. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.44025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=6 mean=1.26. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.537}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=7 mean=1.04. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4465}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=8 mean=1.30. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.574}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=9 mean=1.18. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.53025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=10 mean=1.03. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.47375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=11 mean=0.82. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.345}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=12 mean=0.83. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.38825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=13 mean=0.98. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.45475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=14 mean=0.92. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.41775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=15 mean=0.84. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.3955}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=16 mean=0.78. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.365}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=17 mean=0.93. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.42325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=18 mean=0.93. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.415}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=19 mean=0.99. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.47675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=20 mean=0.92. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=21 mean=0.92. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.42075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=22 mean=0.92. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.42475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=23 mean=0.94. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.441}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=24 mean=0.89. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.41725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=25 mean=0.92. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.42275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=26 mean=0.92. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.45325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=27 mean=0.91. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.43275}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=28 mean=0.92. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4415}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=29 mean=0.92. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.44}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=30 mean=0.96. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.453}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=31 mean=0.92. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.44625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=32 mean=0.92. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.45}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=33 mean=0.94. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.44625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=34 mean=0.89. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=35 mean=0.86. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.40625}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=36 mean=0.87. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4215}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=37 mean=0.88. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.41875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=38 mean=0.86. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.41825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=39 mean=0.84. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.404}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=40 mean=0.85. Pull 40/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.40025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=41 mean=0.88. Pull 41/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.413}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=42 mean=0.89. Pull 42/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.425}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=43 mean=0.93. Pull 43/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4385}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=44 mean=0.92. Pull 44/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.44225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=45 mean=0.94. Pull 45/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.444}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=46 mean=0.95. Pull 46/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.462}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=47 mean=0.92. Pull 47/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.43875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=48 mean=0.91. Pull 48/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.43725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=49 mean=0.92. Pull 49/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.44675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=50 mean=0.93. Pull 50/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.45475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=51 mean=0.85. Pull 51/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.414}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=52 mean=0.83. Pull 52/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4005}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=53 mean=0.84. Pull 53/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.40525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=54 mean=0.83. Pull 54/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.39775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=55 mean=0.86. Pull 55/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.4055}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=56 mean=0.86. Pull 56/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.41025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=57 mean=0.84. Pull 57/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.413}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=58 mean=0.85. Pull 58/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.40825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=59 mean=0.85. Pull 59/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 0.0, 0.0, 0.0, 1.0], "p_best": 0.406}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=0 mean=0.00; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 0/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.227}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=1 mean=-2.13; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 1/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.25325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=2 mean=-1.56; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 2/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.258}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=3 mean=-1.36; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 3/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.252}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=4 mean=-0.99; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 4/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.25225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=5 mean=-0.44; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 5/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=6 mean=-0.65; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 6/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2565}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=7 mean=-0.49; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 7/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.25075}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=8 mean=-0.67; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 8/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2525}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=9 mean=-0.61; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 9/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.25775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=10 mean=-0.68; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 10/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2645}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=11 mean=-0.57; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 11/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.262}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=12 mean=-0.44; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 12/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24675}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=13 mean=-0.40; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 13/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=14 mean=-0.41; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 14/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24775}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=15 mean=-0.47; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 15/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24825}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=16 mean=-0.40; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 16/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2495}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=17 mean=-0.33; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 17/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2515}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=18 mean=-0.31; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 18/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=19 mean=-0.32; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 19/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.25325}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=20 mean=-0.24; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 20/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24875}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=21 mean=-0.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 21/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=22 mean=-0.16; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 22/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.245}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=23 mean=-0.21; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 23/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=24 mean=-0.22; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 24/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=25 mean=-0.13; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 25/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=26 mean=-0.07; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 26/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24375}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=27 mean=-0.11; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 27/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24025}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=28 mean=-0.10; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 28/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2395}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=29 mean=-0.07; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 29/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24725}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=30 mean=-0.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 30/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm0 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24225}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=31 mean=-0.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 31/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=32 mean=-0.04; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 32/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24175}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=33 mean=-0.06; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 33/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2445}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=34 mean=-0.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 34/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.246}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=35 mean=-0.01; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 35/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23575}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=36 mean=-0.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 36/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.239}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=37 mean=0.02; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 37/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm3 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.24125}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=38 mean=-0.03; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 38/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm2 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.2475}}
{"state": "Multi-armed bandit, 5 arms, each pays N(true_mean, 1.0^2); true means fixed but hidden. Stats so far \u2014 arm0: n=0 mean=0.00; arm1: n=39 mean=-0.04; arm2: n=0 mean=0.00; arm3: n=0 mean=0.00; arm4: n=0 mean=0.00. Pull 39/60.", "questions": {"act": {"type": "choice", "instructions": "Choose the arm to pull next.", "criteria": {"0": "arm0", "1": "arm1", "2": "arm2", "3": "arm3", "4": "arm4"}}, "p_best": {"type": "noul", "instructions": "Is arm4 the best arm? Calibrated probability.", "criteria": {}}}, "targets": {"act": [0.0, 1.0, 0.0, 0.0, 0.0], "p_best": 0.23975}}