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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -178.52 +/- 142.29
+      value: 281.26 +/- 46.16
       name: mean_reward
       verified: false
 ---
@@ -37,16 +37,16 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 300000
+'total_timesteps': 1000000
 'learning_rate': 0.00025
-'num_envs': 512
-'num_steps': 32
+'num_envs': 32
+'num_steps': 64
 'anneal_lr': True
 'gae': True
 'gamma': 0.99
 'gae_lambda': 0.95
 'num_minibatches': 4
-'update_epochs': 4
+'update_epochs': 32
 'norm_adv': True
 'clip_coef': 0.2
 'clip_vloss': True
@@ -55,7 +55,7 @@ model-index:
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'ahmadsy/ppo_scratch-LunarLander-v2'
-'batch_size': 16384
-'minibatch_size': 4096}
+'batch_size': 2048
+'minibatch_size': 512}
   ```
   

logs/events.out.tfevents.1733253619.8835d05a856b.61846.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:576c8d86fe659303a46c70ffabb7a90283906749674a8ae6b659a374ed255837
+size 734991

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5446c55f9eb69332cec7e684cba6fce3f84100c26278ac5cb5fa11988845f9f2
+oid sha256:47e123978f6c5300815a50ff9b72c6af29c8bb9b0e968bfbba726d0abacd1c60
 size 59774

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -178.51857759201573, "std_reward": 142.2928123969609, "n_evaluation_episodes": 10, "eval_datetime": "2024-12-03T17:40:01.209201"}
+{"env_id": "LunarLander-v2", "mean_reward": 281.25645566888534, "std_reward": 46.16207389460132, "n_evaluation_episodes": 10, "eval_datetime": "2024-12-03T19:38:27.060109"}