Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -99.00 +/- 77.65
+      value: -4.59 +/- 132.08
       name: mean_reward
       verified: false
 ---
@@ -37,16 +37,16 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 250000
-'learning_rate': 0.00025
+'total_timesteps': 150000
+'learning_rate': 0.0001
 'num_envs': 4
-'num_steps': 200
+'num_steps': 8
 'anneal_lr': True
 'gae': True
 'gamma': 0.99
 'gae_lambda': 0.95
-'num_minibatches': 4
-'update_epochs': 4
+'num_minibatches': 6
+'update_epochs': 8
 'norm_adv': True
 'clip_coef': 0.2
 'clip_vloss': True
@@ -55,7 +55,7 @@ model-index:
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'bobobert4/ppo-clean-LunarLander-v2'
-'batch_size': 800
-'minibatch_size': 200}
+'batch_size': 32
+'minibatch_size': 5}
   ```
   

logs/events.out.tfevents.1690354936.1994278cbccb.31520.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edcd98bda59d35a3923194bfb47882bf722ad2b7922e7067ae176a95c71bc062
+size 2477222

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c3591aee815b94e82a4eed75774dfc6b51ae26cff3fa5bc1893ad96598a15d5f
+oid sha256:58e5aa6147a253793dfb20e08060d0d999a402515ce5f9dafccc6a615e2b45dc
 size 42597

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -99.00299708927268, "std_reward": 77.65035114062258, "n_evaluation_episodes": 10, "eval_datetime": "2023-07-26T05:25:34.639300"}
+{"env_id": "LunarLander-v2", "mean_reward": -4.594062033781432, "std_reward": 132.07967002708847, "n_evaluation_episodes": 10, "eval_datetime": "2023-07-26T07:26:30.852803"}