Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -58.16 +/- 47.90
+      value: -169.73 +/- 96.53
       name: mean_reward
       verified: false
 ---
@@ -37,25 +37,25 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 100000
-'learning_rate': 0.0003
+'total_timesteps': 200000
+'learning_rate': 0.0001
 'num_envs': 4
-'num_steps': 128
+'num_steps': 256
 'anneal_lr': True
 'gae': True
-'gamma': 0.99
+'gamma': 0.95
 'gae_lambda': 0.95
 'num_minibatches': 4
 'update_epochs': 4
 'norm_adv': True
-'clip_coef': 0.2
+'clip_coef': 0.1
 'clip_vloss': True
 'ent_coef': 0.01
 'vf_coef': 0.5
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'Hans14/LunarLander-v2'
-'batch_size': 512
-'minibatch_size': 128}
+'batch_size': 1024
+'minibatch_size': 256}
   ```
   

logs/events.out.tfevents.1689490888.8981986e6198.31971.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:256d041e7c541e73f1c95564edc6507251d8cbadeba575149487064a245b2a98
+size 323631

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ac3a286e0e3d3a17acf2e5bbec8251c943276bac4d8871122da6db79d6d6ddbb
+oid sha256:c7d48e06c7d6148401181153f1475ab8b0e5911286169190aca1d72cced70967
 size 42597

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -58.15821611567151, "std_reward": 47.89611705004283, "n_evaluation_episodes": 10, "eval_datetime": "2023-07-16T06:50:11.034057"}
+{"env_id": "LunarLander-v2", "mean_reward": -169.72708051838686, "std_reward": 96.52854253023148, "n_evaluation_episodes": 10, "eval_datetime": "2023-07-16T07:04:17.030388"}