Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -158.73 +/- 115.20
+      value: -149.31 +/- 89.61
       name: mean_reward
       verified: false
 ---
@@ -38,17 +38,17 @@ model-index:
 'capture_video': False
 'env_id': 'LunarLander-v2'
 'total_timesteps': 50000
-'learning_rate': 0.0002
+'learning_rate': 0.00025
 'num_envs': 4
 'num_steps': 128
 'anneal_lr': True
 'gae': True
-'gamma': 0.995
-'gae_lambda': 0.97
-'num_minibatches': 3
-'update_epochs': 3
+'gamma': 0.99
+'gae_lambda': 0.95
+'num_minibatches': 4
+'update_epochs': 4
 'norm_adv': True
-'clip_coef': 0.25
+'clip_coef': 0.2
 'clip_vloss': True
 'ent_coef': 0.01
 'vf_coef': 0.5
@@ -56,6 +56,6 @@ model-index:
 'target_kl': None
 'repo_id': 'Cryxim/ppo-LunarLanderV2'
 'batch_size': 512
-'minibatch_size': 170}
+'minibatch_size': 128}
   ```
   

logs/events.out.tfevents.1725113605.bf6224b6eef2.9168.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:308c094a8cd756e671fa58ea72322d05ceb6f18ca5a513cf37bb3a632a03e742
+size 109718

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b3ea52dc224ab869f298619afc8f3de0af42c16252def1b9467e0224147af5b0
+oid sha256:fd4596ab0794d2a541e1ee1543e4c0035dfad1fec7183bccf8aca2cae9fb97b0
 size 43026

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -158.73000796973466, "std_reward": 115.20345885743477, "n_evaluation_episodes": 10, "eval_datetime": "2024-08-31T14:12:07.188758"}
+{"env_id": "LunarLander-v2", "mean_reward": -149.31477407336644, "std_reward": 89.60859841431072, "n_evaluation_episodes": 10, "eval_datetime": "2024-08-31T14:14:08.428212"}