Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -166.93 +/- 143.45
+      value: -1.74 +/- 68.05
       name: mean_reward
       verified: false
 ---
@@ -37,10 +37,10 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 50000
-'learning_rate': 0.00025
+'total_timesteps': 200000
+'learning_rate': 0.001
 'num_envs': 4
-'num_steps': 128
+'num_steps': 256
 'anneal_lr': True
 'gae': True
 'gamma': 0.99
@@ -50,12 +50,12 @@ model-index:
 'norm_adv': True
 'clip_coef': 0.2
 'clip_vloss': True
-'ent_coef': 0.01
+'ent_coef': 0.03
 'vf_coef': 0.5
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'xian79/ppo-LunarLander-v2.8'
-'batch_size': 512
-'minibatch_size': 128}
+'batch_size': 1024
+'minibatch_size': 256}
   ```
   

logs/events.out.tfevents.1689917981.2364148aff98.3332.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c856f2557e9039aa114c3e6c534ab3b61fa97199c5f984c5f606ffad65e8ddae
+size 173509

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c706c81696f37ceaeb74d41e1262ec54c4e2f63b8cbb791c8b01decf796f6a53
+oid sha256:9258b5833371718b1ea42a9618208402533883c972690ccac738aeea863cfb1e
 size 42597

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -166.92660237344973, "std_reward": 143.45149316890283, "n_evaluation_episodes": 10, "eval_datetime": "2023-07-20T00:34:44.508927"}
+{"env_id": "LunarLander-v2", "mean_reward": -1.7415937480253632, "std_reward": 68.04936794891167, "n_evaluation_episodes": 10, "eval_datetime": "2023-07-21T05:45:41.805245"}