Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -20.59 +/- 93.87
+      value: 132.06 +/- 46.81
       name: mean_reward
       verified: false
 ---
@@ -37,12 +37,13 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 500000
+'total_timesteps': 2000000
 'learning_rate': 0.00025
 'num_envs': 4
 'num_steps': 128
 'anneal_lr': True
-'gamma': 0.99
+'gae': True
+'gamma': 0.99999
 'gae_lambda': 0.95
 'num_minibatches': 4
 'update_epochs': 4
@@ -53,9 +54,8 @@ model-index:
 'vf_coef': 0.5
 'max_grad_norm': 0.5
 'target_kl': None
+'repo_id': 'hui168/ppo-LunarLander-v2-from-scratch'
 'batch_size': 512
-'minibatch_size': 128
-'num_iterations': 976
-'repo_id': 'hui168/ppo-LunarLander-v2-from-scratch'}
+'minibatch_size': 128}
   ```
   

logs/events.out.tfevents.1712866688.e9e41f7c5b7d.3430.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de94293a2101cfd69b935dafe7e75fe880b87276fcb51280e8f3117596e49c21
+size 2478958

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b0b3aa6e90acfc619f24694b5c2da8db9a401ed63e61d3b395dcd0cad5017949
-size 43026
+oid sha256:7724abd1480732d3ec310d78c76da7eca3f13e01f7fc619206d5b5910bef2376
+size 42898

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -20.586317352556733, "std_reward": 93.8742911527907, "n_evaluation_episodes": 10, "eval_datetime": "2024-04-10T23:19:28.559560"}
+{"env_id": "LunarLander-v2", "mean_reward": 132.06084617443258, "std_reward": 46.80571882245905, "n_evaluation_episodes": 10, "eval_datetime": "2024-04-11T21:19:57.836045"}