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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -206.66 +/- 121.18
+      value: -165.30 +/- 107.01
       name: mean_reward
       verified: false
 ---
@@ -37,10 +37,10 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 50000
+'total_timesteps': 1000000
 'learning_rate': 0.00025
 'num_envs': 4
-'num_steps': 250
+'num_steps': 5000
 'anneal_lr': True
 'gae': True
 'gamma': 0.99
@@ -55,7 +55,7 @@ model-index:
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'rahatchd/ppo-from-scratch-LunarLander-v2'
-'batch_size': 1000
-'minibatch_size': 250}
+'batch_size': 20000
+'minibatch_size': 5000}
   ```
   

logs/events.out.tfevents.1733609777.d287217ef4d7.7178.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af18380434ce7cac2ad36f7747bb329bbdf014758da2af14843e1a2dc5941b98
+size 1125668

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a41308bdd6cb34f995e226efa3923f74194a3d903239ce74f0f72c6d6fbb081e
+oid sha256:671be20b3b850304ce8b2e9f5b18c1cff64dc67bbc499ef890d48c7fbe90a7d3
 size 43026

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -206.65589446187087, "std_reward": 121.17618685428602, "n_evaluation_episodes": 10, "eval_datetime": "2024-12-07T22:14:51.949375"}
+{"env_id": "LunarLander-v2", "mean_reward": -165.29679684884556, "std_reward": 107.00825532820417, "n_evaluation_episodes": 10, "eval_datetime": "2024-12-07T22:27:14.959757"}