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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: 147.26 +/- 112.06
+      value: 89.08 +/- 73.86
       name: mean_reward
       verified: false
 ---
@@ -37,25 +37,25 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 500000
-'learning_rate': 0.0005
-'num_envs': 4
-'num_steps': 128
+'total_timesteps': 1000000
+'learning_rate': 0.0003
+'num_envs': 8
+'num_steps': 256
 'anneal_lr': True
 'gae': True
 'gamma': 0.995
-'gae_lambda': 0.99
-'num_minibatches': 4
+'gae_lambda': 0.97
+'num_minibatches': 8
 'update_epochs': 4
 'norm_adv': True
-'clip_coef': 0.2
+'clip_coef': 0.15
 'clip_vloss': True
 'ent_coef': 0.01
 'vf_coef': 0.5
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'Terps/LunarLander-v2-CleanRL'
-'batch_size': 512
-'minibatch_size': 128}
+'batch_size': 2048
+'minibatch_size': 256}
   ```
   

logs/events.out.tfevents.1694792817.671b56c68840.17856.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:119a90c55b9ba9d1d57b25bc3e3df85428f28f2337301cf8a6a157383f6d3289
+size 500553

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:700d4cd6954fdbcf08c19b9e66151777c4de994f3bcea5ca07839a19425ea598
+oid sha256:fbe3902ab8732ca112328207330c4d9a590609b5d3dbd705f19ce27542d82fc3
 size 42597

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": 147.26148487119275, "std_reward": 112.06284165649575, "n_evaluation_episodes": 10, "eval_datetime": "2023-09-15T15:45:59.577804"}
+{"env_id": "LunarLander-v2", "mean_reward": 89.07959162333728, "std_reward": 73.8574174621481, "n_evaluation_episodes": 10, "eval_datetime": "2023-09-15T16:09:42.308390"}