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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -186.83 +/- 116.96
+      value: -139.45 +/- 88.91
       name: mean_reward
       verified: false
 ---
@@ -28,7 +28,7 @@ model-index:
     
   # Hyperparameters
   ```python
-  {'exp_name': 'ppo_optimized'
+  {'exp_name': 'ppo'
 'seed': 1
 'torch_deterministic': True
 'cuda': True
@@ -37,25 +37,25 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 50000
-'learning_rate': 0.0003
-'num_envs': 8
-'num_steps': 256
+'total_timesteps': 100000
+'learning_rate': 0.00025
+'num_envs': 4
+'num_steps': 128
 'anneal_lr': True
 'gae': True
 'gamma': 0.99
 'gae_lambda': 0.95
 'num_minibatches': 4
-'update_epochs': 3
+'update_epochs': 4
 'norm_adv': True
 'clip_coef': 0.2
 'clip_vloss': True
-'ent_coef': 0.005
+'ent_coef': 0.01
 'vf_coef': 0.5
 'max_grad_norm': 0.5
-'target_kl': 0.015
+'target_kl': None
 'repo_id': 'Zionamsalem/LLV2'
-'batch_size': 2048
-'minibatch_size': 512}
+'batch_size': 512
+'minibatch_size': 128}
   ```
   

logs/events.out.tfevents.1740321509.57e0e4a6823e.8334.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72bae6429fd4ed2fc4a39ef72ebc3b1138a094075db15d18bd7cc9b5c144644e
+size 221305

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:064b494bef98697f62ac684ad914aac568c106059e062d09ce1bd48202935b31
+oid sha256:18d7dd5e3988bbef80f64243ce6cc4003af98cb92a17fa58a0c9c43a24eda687
 size 43026

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -186.82807786633282, "std_reward": 116.96067705206202, "n_evaluation_episodes": 10, "eval_datetime": "2025-02-23T14:36:33.579602"}
+{"env_id": "LunarLander-v2", "mean_reward": -139.44708469932576, "std_reward": 88.90981378219666, "n_evaluation_episodes": 10, "eval_datetime": "2025-02-23T14:39:46.627658"}