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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -97.53 +/- 75.44
+      value: -187.96 +/- 138.28
       name: mean_reward
       verified: false
 ---
@@ -38,14 +38,14 @@ model-index:
 'capture_video': False
 'env_id': 'LunarLander-v2'
 'total_timesteps': 50000
-'learning_rate': 0.0009
-'num_envs': 5
-'num_steps': 128
+'learning_rate': 0.0001
+'num_envs': 16
+'num_steps': 256
 'anneal_lr': True
 'gae': True
 'gamma': 0.999
 'gae_lambda': 0.98
-'num_minibatches': 4
+'num_minibatches': 8
 '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': 'Katelie/lunarlander-cleanrl-ppo'
-'batch_size': 640
-'minibatch_size': 160}
+'batch_size': 4096
+'minibatch_size': 512}
   ```
   

logs/events.out.tfevents.1707496405.a74decb87bc7.17333.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0bbf5e3bc8c2624ab3f7764fc65d595b425e0465098707edd2054aaf476515e
+size 65358

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:059db6360f0496730e19f4d1548d168f0a2eaee555588c3c3012eaed193211ae
+oid sha256:5c38e5a23ba4ec2cd364be1f2212b850d51ffc1636b0b9954b12dc73b2f139e1
 size 43026

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -97.53308123478777, "std_reward": 75.4442992353469, "n_evaluation_episodes": 10, "eval_datetime": "2024-02-09T16:26:45.583814"}
+{"env_id": "LunarLander-v2", "mean_reward": -187.95950685180281, "std_reward": 138.27624844191425, "n_evaluation_episodes": 10, "eval_datetime": "2024-02-09T16:33:45.809333"}