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README.md

@@ -17,7 +17,7 @@ model-index:
  type: LunarLander-v2
  metrics:
  - type: mean_reward
- value: -198.34 +/- 74.34
+ value: -54.49 +/- 34.35
  name: mean_reward
  verified: false
 ---
@@ -38,14 +38,14 @@ model-index:
 'capture_video': False
 'env_id': 'LunarLander-v2'
 'total_timesteps': 50000
-'learning_rate': 1e-05
-'num_envs': 4
-'num_steps': 1024
+'learning_rate': 0.003
+'num_envs': 16
+'num_steps': 512
 'anneal_lr': True
 'gae': True
-'gamma': 0.999
-'gae_lambda': 0.98
-'num_minibatches': 64
+'gamma': 0.98
+'gae_lambda': 0.95
+'num_minibatches': 512
 'update_epochs': 4
 'norm_adv': True
 'clip_coef': 0.2
@@ -55,7 +55,7 @@ model-index:
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'arhamk/ppo-LunarLander-v2-2'
-'batch_size': 4096
-'minibatch_size': 64}
+'batch_size': 8192
+'minibatch_size': 16}
  ```
  

logs/events.out.tfevents.1718026610.887b5cfc0142.17454.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec6300fdc1f15e0b1b13091ef3d58fd2c91af1f709b943a8690b020dc552100a
+size 59923

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bcbff33b0526b566a2e6acb6848b2f96fcf006fc2e414e4db47250a82fc14af6
+oid sha256:70a58fe495019102aff7d9e1c3e03717aac57da4caa78067a973a7c79d87891e
 size 43026

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -198.33504571134165, "std_reward": 74.34280086641499, "n_evaluation_episodes": 10, "eval_datetime": "2024-06-10T13:29:37.193386"}
+{"env_id": "LunarLander-v2", "mean_reward": -54.489404952999905, "std_reward": 34.35335335448864, "n_evaluation_episodes": 10, "eval_datetime": "2024-06-10T13:38:13.120145"}