Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -3.55 +/- 66.35
+      value: 20.32 +/- 79.21
       name: mean_reward
       verified: false
 ---
@@ -38,7 +38,7 @@ model-index:
 'capture_video': False
 'env_id': 'LunarLander-v2'
 'total_timesteps': 500000
-'learning_rate': 0.00015
+'learning_rate': 0.00025
 'num_envs': 4
 'num_steps': 128
 'anneal_lr': True
@@ -48,11 +48,11 @@ model-index:
 'num_minibatches': 4
 'update_epochs': 4
 'norm_adv': True
-'clip_coef': 1.2
+'clip_coef': 0.2
 'clip_vloss': True
-'ent_coef': 0.005
-'vf_coef': 0.25
-'max_grad_norm': 0.25
+'ent_coef': 0.01
+'vf_coef': 0.5
+'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'AGuzhvenko/ppo-CartPole-v1'
 'batch_size': 512

logs/events.out.tfevents.1742287527.f880cbbbbdee.29118.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76136e99e9e9b15d6e979139e1151372d0bffe2993fe357243f598c702be89fa
+size 675364

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f078c7fc1b9eb4a4ccc6825d0a33ccc468dec3e5c7ea23e83eb7cf3d310ec947
+oid sha256:c92c631e7b978acf25a81dd9a83a3caf08de2979f0ea9b1370f6a8fc6e2143ec
 size 43026

replay.mp4

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3e0bf0a62115d9a2b66b85bc4e503866fda765102fc6446d9958d279575f882e
-size 204430
+oid sha256:db130d77de94c2497f99ecc0fffa11efe2dbda6e4b6a78109133aa0debc9028a
+size 166108

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -3.551210912364971, "std_reward": 66.34609625785859, "n_evaluation_episodes": 10, "eval_datetime": "2025-03-18T08:42:31.160157"}
+{"env_id": "LunarLander-v2", "mean_reward": 20.31899960425885, "std_reward": 79.21136278854874, "n_evaluation_episodes": 10, "eval_datetime": "2025-03-18T09:00:36.705345"}