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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: 47.01 +/- 43.01
+      value: 100.87 +/- 46.23
       name: mean_reward
       verified: false
 ---
@@ -38,14 +38,14 @@ model-index:
 'capture_video': False
 'env_id': 'LunarLander-v2'
 'total_timesteps': 500000
-'learning_rate': 0.00025
+'learning_rate': 0.003
 'num_envs': 10
-'num_steps': 512
+'num_steps': 1024
 'anneal_lr': True
 'gae': True
 'gamma': 0.99
-'gae_lambda': 0.95
-'num_minibatches': 16
+'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': 'Jupiterian9/ppo-LunarLander-v2'
-'batch_size': 5120
-'minibatch_size': 320}
+'batch_size': 10240
+'minibatch_size': 160}
   ```
   

logs/events.out.tfevents.1680894099.f45d418bb99b.21150.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61393c56f151152bfd8d47bc87539038abbc36b48799b5e51e1d741e59e9ae5d
+size 176519

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4f22f175da6abb3fc0fe7dd0d634e9dd75ada6a343e3ed03048fd38d775de97b
+oid sha256:c66a22523ae37d706261c1d64f1303f556af89d1534f9f8f54a84101bdfa0728
 size 42597

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": 47.00978655213031, "std_reward": 43.011871889705716, "n_evaluation_episodes": 10, "eval_datetime": "2023-04-07T18:55:39.674604"}
+{"env_id": "LunarLander-v2", "mean_reward": 100.8712642876493, "std_reward": 46.225733289827936, "n_evaluation_episodes": 10, "eval_datetime": "2023-04-07T19:12:09.914810"}