Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -125.29 +/- 72.73
+      value: -121.12 +/- 113.00
       name: mean_reward
       verified: false
 ---
@@ -37,25 +37,25 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 50000
-'learning_rate': 0.00025
-'num_envs': 4
-'num_steps': 128
+'total_timesteps': 1000000
+'learning_rate': 2e-05
+'num_envs': 3
+'num_steps': 64
 'anneal_lr': True
 'gae': True
-'gamma': 0.99
+'gamma': 0.975
 'gae_lambda': 0.95
 'num_minibatches': 4
-'update_epochs': 4
+'update_epochs': 3
 'norm_adv': True
-'clip_coef': 0.2
+'clip_coef': 0.15
 'clip_vloss': True
 'ent_coef': 0.01
 'vf_coef': 0.5
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'manuu01/LunarLander_from_scratch'
-'batch_size': 512
-'minibatch_size': 128}
+'batch_size': 192
+'minibatch_size': 48}
   ```
   

logs/events.out.tfevents.1690566085.2bcdd82de121.5073.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:852feab086b77db648b5d48538f1a0aa34d46f63d3b26cc908be607fafdd1cca
+size 3510195

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bba27d90341030bf90ce244dc88db9e44f5bf299a7256b65d18c705991d86a1f
+oid sha256:75897c256f4568c4886dce0da55113490b358725501de972980a46ecb2ef9ffb
 size 42469

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -125.28936281107818, "std_reward": 72.7275996072609, "n_evaluation_episodes": 10, "eval_datetime": "2023-07-28T17:36:01.510086"}
+{"env_id": "LunarLander-v2", "mean_reward": -121.12026975147424, "std_reward": 113.00067765858311, "n_evaluation_episodes": 10, "eval_datetime": "2023-07-28T17:53:24.325654"}