Robotics
ONNX
LeRobot
rsl_rl
isaaclab
isaac-sim
strands-robots
reinforcement-learning
franka
reach
ppo
agents
sim2sim
Eval Results (legacy)
cagataydev's picture
strands-robots x Isaac Lab: upload
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{
"task": "Isaac-Reach-Franka",
"checkpoint": "runs/c3_agent_sweep/1e-3_s1/logs/rsl_rl/reach_franka/2026-09-29_05-04-21_isaaclab-20260929-050417-05a8c9c0dbae/model_299.pt",
"episodes_requested": 12,
"frames": 360,
"overrides": [],
"cam": "fixed",
"cam_name": "front",
"res": [
320,
240
],
"play_mode": true,
"seed": 7,
"cmd": "/home/ubuntu/strands-robots-isaac-test/isaaclab-research/.venv/bin/python examples/record_trained_policy.py --task Isaac-Reach-Franka --checkpoint runs/c3_agent_sweep/1e-3_s1/logs/rsl_rl/reach_franka/2026-09-29_05-04-21_isaaclab-20260929-050417-05a8c9c0dbae/model_299.pt --episodes 12 --frames 360 --cam fixed --cam_name front --eye 1.6,0.9,0.9 --target 0.4,0,0.3 --task_str reach the commanded end-effector pose --robot_type franka_panda --root rec/reach-franka/ds --repo_id cagataydev/strands-isaaclab-reach-franka",
"actor_obs_groups": [
"policy"
],
"joint_names": [
"panda_joint1",
"panda_joint2",
"panda_joint3",
"panda_joint4",
"panda_joint5",
"panda_joint6",
"panda_joint7",
"panda_finger_joint1",
"panda_finger_joint2"
],
"action_names": [
"arm_action.panda_joint1",
"arm_action.panda_joint2",
"arm_action.panda_joint3",
"arm_action.panda_joint4",
"arm_action.panda_joint5",
"arm_action.panda_joint6",
"arm_action.panda_joint7"
],
"action_dim": 7,
"fps": 30,
"step_dt": 0.03333333333333333,
"env_build_s": 15.9,
"policy_obs_dim": 32,
"jit_vs_rslrl_max_abs": 2.980232238769531e-07,
"debug": [
{
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"cam_pos_w0": [
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],
"root_pos_w0": [
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]
},
{
"f": 1,
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},
{
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]
}
],
"policy_ms_per_step_all_envs": 4.1,
"env_ms_per_step": 146.98,
"playback_envs": [
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4,
0,
5
],
"cam_mean": 207.83623842592593,
"record_s": 6.8,
"episodes_saved": 12,
"kept_envs": [
0,
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3,
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],
"episode_len": [
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253,
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],
"episode_return": [
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0.213,
0.264,
-0.967,
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0.297,
0.303,
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0.252
],
"episode_end": [
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"terminated",
"terminated",
"time_out",
"terminated",
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],
"mean_return": -0.211,
"total_frames": 1230,
"total_wall_s": 91.1
}