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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -92.89 +/- 58.78
+      value: 11.11 +/- 23.58
       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': 1000000
 'learning_rate': 0.00025
 'num_envs': 4
-'num_steps': 128
+'num_steps': 1024
 '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': 'MarkieMark1/ppo-LunarLander-v2'
-'batch_size': 512
-'minibatch_size': 128}
+'batch_size': 4096
+'minibatch_size': 1024}
   ```
   

logs/events.out.tfevents.1680091151.d14e7ab57ebc.8622.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a25b6a09ed3573ea0fb7ddca9f32e30150a97ce191ea16385a84ac062442b57
+size 126325

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0762c60b8952f57601a85c2d5d3d6f6e862f4cc07ba530b06e3bd7b2d806a2a3
+oid sha256:317cd561066c2d4bdb9a8401704aff44cd16fd2fee75a55af4e842b2442ce342
 size 42597

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -92.88840155772964, "std_reward": 58.77776171800043, "n_evaluation_episodes": 10, "eval_datetime": "2023-03-17T09:42:36.454775"}
+{"env_id": "LunarLander-v2", "mean_reward": 11.110597383926264, "std_reward": 23.57757170909709, "n_evaluation_episodes": 10, "eval_datetime": "2023-03-29T12:13:07.198507"}