Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -80.48 +/- 57.47
+      value: -214.07 +/- 133.92
       name: mean_reward
       verified: false
 ---
@@ -38,24 +38,24 @@ model-index:
 'capture_video': False
 'env_id': 'LunarLander-v2'
 'total_timesteps': 100000
-'learning_rate': 0.0001
+'learning_rate': 1e-05
 'num_envs': 4
-'num_steps': 512
+'num_steps': 1024
 'anneal_lr': True
 'gae': True
 'gamma': 0.99
 'gae_lambda': 0.95
-'num_minibatches': 16
-'update_epochs': 8
+'num_minibatches': 4
+'update_epochs': 4
 'norm_adv': True
 'clip_coef': 0.2
 'clip_vloss': True
-'ent_coef': 0.05
+'ent_coef': 0.01
 'vf_coef': 0.5
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'slava-medvedev/unit8-ppo-LunarLander-v2'
-'batch_size': 2048
-'minibatch_size': 128}
+'batch_size': 4096
+'minibatch_size': 1024}
   ```
   

logs/events.out.tfevents.1698341631.e81c8261624b.7079.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbfef0e44e0ec95c3f549d093f7f0672149abed6f76191b9cf5bf4225c7875e1
+size 138352

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a4029fcd76ffee69c04fdc00e75726ce6899e493b9477423233efb1a70e46f58
+oid sha256:1fbdf8d313ae68f7670c76be39a233194353d5cea9c2e99ce8c58180457d8ba6
 size 43026

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -80.4825779414871, "std_reward": 57.470719248841505, "n_evaluation_episodes": 10, "eval_datetime": "2023-10-26T17:32:13.057921"}
+{"env_id": "LunarLander-v2", "mean_reward": -214.07324340804297, "std_reward": 133.9233078256359, "n_evaluation_episodes": 10, "eval_datetime": "2023-10-26T17:35:01.161428"}