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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: 70.17 +/- 34.81
+      value: 121.60 +/- 29.17
       name: mean_reward
       verified: false
 ---
@@ -37,16 +37,16 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 500000
-'learning_rate': 0.0003
-'num_envs': 16
+'total_timesteps': 1000000
+'learning_rate': 0.0006
+'num_envs': 32
 'num_steps': 1024
 'anneal_lr': True
 'gae': True
 'gamma': 0.99
 'gae_lambda': 0.98
-'num_minibatches': 16
-'update_epochs': 16
+'num_minibatches': 32
+'update_epochs': 32
 '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': 'yumingyi/lunarlander-v2-unit8'
-'batch_size': 16384
+'batch_size': 32768
 'minibatch_size': 1024}
   ```
   

logs/events.out.tfevents.1680169918.9015aca90cf1.42568.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7069cf1ac6ec0814d8ec138151bf65a95c887544562e75870a37176847cc29b3
+size 16143

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ffa6e13c9c5f54cddd6b12aa5e3260a0bd90a81ddb46471b89221709267785e5
+oid sha256:04a32ad87f880170b544ec3bba9503ad1498e3d2aafc710b15b67baf89953464
 size 42597

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": 70.1686766802564, "std_reward": 34.81038362593731, "n_evaluation_episodes": 10, "eval_datetime": "2023-03-30T09:50:14.073862"}
+{"env_id": "LunarLander-v2", "mean_reward": 121.59874115522, "std_reward": 29.16706721534741, "n_evaluation_episodes": 10, "eval_datetime": "2023-03-30T10:12:41.453078"}