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README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -141.12 +/- 82.95
+      value: -136.99 +/- 80.74
       name: mean_reward
       verified: false
 ---
@@ -40,22 +40,22 @@ model-index:
 'total_timesteps': 50000
 'learning_rate': 0.00025
 'num_envs': 4
-'num_steps': 128
+'num_steps': 512
 'anneal_lr': True
 'gae': True
 'gamma': 0.99
-'gae_lambda': 0.95
+'gae_lambda': 0.9
 'num_minibatches': 4
-'update_epochs': 4
+'update_epochs': 10
 'norm_adv': True
 'clip_coef': 0.2
 'clip_vloss': True
-'ent_coef': 0.01
+'ent_coef': 0.011
 'vf_coef': 0.5
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'kieranbm/ppo-LunarLander-v2'
-'batch_size': 512
-'minibatch_size': 128}
+'batch_size': 2048
+'minibatch_size': 512}
   ```
   

logs/events.out.tfevents.1707259660.b93bc0e56554.6423.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b14571f9b9502f896480feb6d46a1e59ce6c681b310ade0e9f9103ec602e98c
+size 65551

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fd4596ab0794d2a541e1ee1543e4c0035dfad1fec7183bccf8aca2cae9fb97b0
+oid sha256:38c0ef9861c7c50c0681c7722755c4b5c2db04a7ed9b1e1405b378686611573b
 size 43026

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -141.117700256993, "std_reward": 82.95203101002005, "n_evaluation_episodes": 10, "eval_datetime": "2024-02-06T13:08:40.599746"}
+{"env_id": "LunarLander-v2", "mean_reward": -136.99292616978218, "std_reward": 80.74059544156171, "n_evaluation_episodes": 10, "eval_datetime": "2024-02-06T22:48:20.000827"}