Push agent to the Hub

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+replay.mp4 filter=lfs diff=lfs merge=lfs -text

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -151.13 +/- 83.95
+      value: 114.46 +/- 33.10
       name: mean_reward
       verified: false
 ---
@@ -30,22 +30,22 @@ model-index:
   ```python
   {'exp_name': 'ppo'
 'gym_id': 'LunarLander-v2'
-'learning_rate': 0.00025
+'learning_rate': 0.0003
 'seed': 1
-'total_timesteps': 50000
+'total_timesteps': 1000000
 'torch_deterministic': True
 'cuda': True
 'track': False
 'wandb_project_name': 'cleanRL'
 'wandb_entity': None
 'capture_video': False
-'num_envs': 4
-'num_steps': 128
+'num_envs': 16
+'num_steps': 1024
 'anneal_lr': True
 'gae': True
-'gamma': 0.99
-'gae_lambda': 0.95
-'num_minibatches': 4
+'gamma': 0.999
+'gae_lambda': 0.98
+'num_minibatches': 64
 'update_epochs': 4
 'norm_adv': True
 'clip_coef': 0.2
@@ -55,7 +55,7 @@ model-index:
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'figurek1m/ppo-LunarLander-v2-unit8'
-'batch_size': 512
-'minibatch_size': 128}
+'batch_size': 16384
+'minibatch_size': 256}
   ```
   

logs/events.out.tfevents.1743065105.a40f5451b4e2.7852.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c2f28ec5480b155d2564d7a1ad46fcc5b83a0d125dee6ac6df0352c9e8acef3
+size 318964

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fd4596ab0794d2a541e1ee1543e4c0035dfad1fec7183bccf8aca2cae9fb97b0
+oid sha256:015a0f7a390a8132bafe11e4fdd68c026c816a0f5347e46ac34b68a365adf370
 size 43026

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -151.12887029877953, "std_reward": 83.9511044027398, "n_evaluation_episodes": 10, "eval_datetime": "2025-03-27T08:38:38.689652"}
+{"env_id": "LunarLander-v2", "mean_reward": 114.46436210886618, "std_reward": 33.097647629673915, "n_evaluation_episodes": 10, "eval_datetime": "2025-03-27T09:04:08.659223"}