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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -31.85 +/- 52.03
+      value: -58.07 +/- 70.52
       name: mean_reward
       verified: false
 ---
@@ -37,25 +37,25 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 50000
-'learning_rate': 0.01
-'num_envs': 4
-'num_steps': 300
+'total_timesteps': 200000
+'learning_rate': 0.0003
+'num_envs': 8
+'num_steps': 1024
 'anneal_lr': True
 'gae': True
-'gamma': 0.99
+'gamma': 0.995
 'gae_lambda': 0.95
-'num_minibatches': 4
-'update_epochs': 4
+'num_minibatches': 16
+'update_epochs': 8
 'norm_adv': True
-'clip_coef': 0.2
+'clip_coef': 0.1
 'clip_vloss': True
 'ent_coef': 0.01
 'vf_coef': 0.5
 'max_grad_norm': 0.5
-'target_kl': None
+'target_kl': 0.02
 'repo_id': 'Fetanos/ppo-LunarLander-v2-2'
-'batch_size': 1200
-'minibatch_size': 300}
+'batch_size': 8192
+'minibatch_size': 512}
   ```
   

logs/events.out.tfevents.1716228236.9fcd669d44f2.7202.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c879cb134d3fd331009b28bfbc6f9f03104864d5ad0ad80e56ad326b5932252e
+size 190317

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:32065964ebb711e127ab3bc175302ecf649f5aa72f92f6645d9f8b4d8efb027c
+oid sha256:7f3e8d25fe31b882371ac566e65a6d1e7235295b6d79118d4ee29527c9084d27
 size 42898

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -31.85265324400814, "std_reward": 52.034063777967596, "n_evaluation_episodes": 10, "eval_datetime": "2024-05-20T17:56:51.968966"}
+{"env_id": "LunarLander-v2", "mean_reward": -58.069497490159605, "std_reward": 70.51645279748034, "n_evaluation_episodes": 10, "eval_datetime": "2024-05-20T18:06:13.518684"}