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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -166.27 +/- 88.61
+      value: -141.85 +/- 84.48
       name: mean_reward
       verified: false
 ---
@@ -38,7 +38,7 @@ model-index:
 'capture_video': False
 'env_id': 'LunarLander-v2'
 'total_timesteps': 50000
-'learning_rate': 0.00025
+'learning_rate': 0.0001
 'num_envs': 4
 'num_steps': 128
 'anneal_lr': True
@@ -51,9 +51,9 @@ model-index:
 'clip_coef': 0.2
 'clip_vloss': True
 'ent_coef': 0.01
-'vf_coef': 0.5
+'vf_coef': 0.7
 'max_grad_norm': 0.5
-'target_kl': None
+'target_kl': 0.003
 'repo_id': 'bastienm/ppo-LunarLander-v2'
 'batch_size': 512
 'minibatch_size': 128}

logs/events.out.tfevents.1684316823.a66f9935aa06.6357.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ca2c125fd88a5f63decafa10399ea353ba84eef5f64d4fe3584e090708b492f
+size 113545

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a4a542759e8cb05309babc9dcd97182db05bed25b6ee26c3081899a9bf497320
+oid sha256:5ccb6d26406b5978527f4acc6ace5049ec72346888cc28152f871da9d7c380fb
 size 42469

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -166.2725350820412, "std_reward": 88.60676960566933, "n_evaluation_episodes": 10, "eval_datetime": "2023-05-17T09:39:02.060627"}
+{"env_id": "LunarLander-v2", "mean_reward": -141.84792999693533, "std_reward": 84.4795985643585, "n_evaluation_episodes": 10, "eval_datetime": "2023-05-17T09:47:39.084448"}