Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -190.89 +/- 109.40
+      value: 27.74 +/- 44.41
       name: mean_reward
       verified: false
 ---
@@ -37,15 +37,15 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 120000
-'learning_rate': 1e-06
-'num_envs': 8
-'num_steps': 1500
+'total_timesteps': 500000
+'learning_rate': 0.00025
+'num_envs': 16
+'num_steps': 1200
 'anneal_lr': True
 'gae': True
-'gamma': 0.9999
-'gae_lambda': 0.95
-'num_minibatches': 4
+'gamma': 0.9991
+'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': 'jcramirezpr/LunarLander-v2ppoclean'
-'batch_size': 12000
-'minibatch_size': 3000}
+'batch_size': 19200
+'minibatch_size': 300}
   ```
   

logs/events.out.tfevents.1681493820.9c850bee1e5b.23286.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be108a40e6c6705b5f776a2f02da15c642a87931705a26fbc4bd45b94e44a992
+size 309062

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:dcce39f5d43fe365f8506036a5ce37caf7d037ef2ce93808bae06bb152d1e9d1
+oid sha256:3a78349874956ac15f86a30acbf948c208b1b60333ececd55dd67c96927b5682
 size 42597

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -190.89447845031054, "std_reward": 109.39677546091664, "n_evaluation_episodes": 10, "eval_datetime": "2023-04-14T17:30:03.423218"}
+{"env_id": "LunarLander-v2", "mean_reward": 27.73928071546458, "std_reward": 44.40994230576985, "n_evaluation_episodes": 10, "eval_datetime": "2023-04-14T17:44:09.957585"}