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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -58.17 +/- 87.37
+      value: 128.10 +/- 57.11
       name: mean_reward
       verified: false
 ---
@@ -37,25 +37,25 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 2000000
-'learning_rate': 0.0005
+'total_timesteps': 500000
+'learning_rate': 0.00025
 'num_envs': 4
-'num_steps': 8000
+'num_steps': 1024
 'anneal_lr': True
 'gae': True
-'gamma': 0.99
-'gae_lambda': 0.8
-'num_minibatches': 4
+'gamma': 0.999
+'gae_lambda': 0.98
+'num_minibatches': 64
 'update_epochs': 4
 'norm_adv': True
-'clip_coef': 0.38
+'clip_coef': 0.2
 'clip_vloss': True
-'ent_coef': 0.001
-'vf_coef': 0.7
+'ent_coef': 0.01
+'vf_coef': 0.5
 'max_grad_norm': 0.5
-'target_kl': 0.01
+'target_kl': None
 'repo_id': 'maavaneck/cppo-LunarLander-v2'
-'batch_size': 32000
-'minibatch_size': 8000}
+'batch_size': 4096
+'minibatch_size': 64}
   ```
   

logs/events.out.tfevents.1727775026.3e77ecd77c60.3227.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:caa09640be81069f5dab67285ae6e2727c0e3a33bb8ded692d9023965590b303
+size 202240

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2ca1fd9b230975455d80ba5f121bf6bb7bc951b519204e277e8a4625d8aea19b
+oid sha256:028459af31f8aa640bdb74a8224cf80ca35da6fb31fbb261bd20c1491442ad1d
 size 43026

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -58.17063860081388, "std_reward": 87.36857573228411, "n_evaluation_episodes": 10, "eval_datetime": "2024-10-01T08:52:07.248331"}
+{"env_id": "LunarLander-v2", "mean_reward": 128.10199723792022, "std_reward": 57.105306258427504, "n_evaluation_episodes": 10, "eval_datetime": "2024-10-01T09:44:49.097440"}