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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -138.87 +/- 82.57
+      value: -169.01 +/- 106.89
       name: mean_reward
       verified: false
 ---
@@ -37,14 +37,14 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 50000
+'total_timesteps': 500000
 'learning_rate': 0.00025
-'num_envs': 4
-'num_steps': 128
+'num_envs': 16
+'num_steps': 2048
 'anneal_lr': True
 'gae': True
-'gamma': 0.99
-'gae_lambda': 0.95
+'gamma': 0.999
+'gae_lambda': 0.98
 'num_minibatches': 4
 'update_epochs': 4
 'norm_adv': True
@@ -55,7 +55,7 @@ model-index:
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'NathanaelM/ppo-LunarLander-v2'
-'batch_size': 512
-'minibatch_size': 128}
+'batch_size': 32768
+'minibatch_size': 8192}
   ```
   

logs/events.out.tfevents.1677253710.e6ac031e9814.10765.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39713cd22ab6dc7fb5dc7fcc1bfb0db16d80e8ca3897f2d827fbb77fcbf82c4b
+size 604435

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3262cb9f8d71762568958150de91d2adbb7385c87e56d48030e8005230aa5d95
+oid sha256:09a5d797a9f9a11b8cfa0f14ef044d8b938e0da31e2dfab92edea079437ef034
 size 42597

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -138.86611686888256, "std_reward": 82.57163118544672, "n_evaluation_episodes": 10, "eval_datetime": "2023-02-24T15:17:31.988740"}
+{"env_id": "LunarLander-v2", "mean_reward": -169.00594731140365, "std_reward": 106.89072723647205, "n_evaluation_episodes": 10, "eval_datetime": "2023-02-24T15:51:15.589573"}