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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -158.41 +/- 89.51
+      value: -75.67 +/- 52.80
       name: mean_reward
       verified: false
 ---
@@ -38,15 +38,15 @@ model-index:
 'capture_video': False
 'env_id': 'LunarLander-v2'
 'total_timesteps': 50000
-'learning_rate': 2e-05
+'learning_rate': 0.002
 'num_envs': 4
-'num_steps': 256
+'num_steps': 128
 'anneal_lr': True
 'gae': True
-'gamma': 0.97
-'gae_lambda': 0.93
+'gamma': 0.995
+'gae_lambda': 0.95
 'num_minibatches': 5
-'update_epochs': 3
+'update_epochs': 5
 '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': 'Cryxim/ppo-LunarLanderV2'
-'batch_size': 1024
-'minibatch_size': 204}
+'batch_size': 512
+'minibatch_size': 102}
   ```
   

logs/events.out.tfevents.1725113369.bf6224b6eef2.8098.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c6dc76bbb77381458a8505b8460e0b7d3cfce1fb4b402f2c1f5dc372d46433e
+size 106427

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:044d2ba3f43cc3558664ad6be3f6fd78a0968541a2d3b218ebbd41de548a51eb
+oid sha256:a18f123adc950443b32f5ce5ed9471af66bf67c2c3dd3092000814cbcc5241bd
 size 43026

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -158.40772154424025, "std_reward": 89.510746105138, "n_evaluation_episodes": 10, "eval_datetime": "2024-08-31T14:08:40.723653"}
+{"env_id": "LunarLander-v2", "mean_reward": -75.6661252765131, "std_reward": 52.8039418081801, "n_evaluation_episodes": 10, "eval_datetime": "2024-08-31T14:10:19.059639"}