Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -132.96 +/- 98.74
+      value: -158.41 +/- 89.51
       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': 0.0001
+'total_timesteps': 50000
+'learning_rate': 2e-05
 'num_envs': 4
-'num_steps': 128
+'num_steps': 256
 'anneal_lr': True
 'gae': True
-'gamma': 0.98
-'gae_lambda': 0.97
-'num_minibatches': 4
-'update_epochs': 4
+'gamma': 0.97
+'gae_lambda': 0.93
+'num_minibatches': 5
+'update_epochs': 3
 'norm_adv': True
-'clip_coef': 0.3
+'clip_coef': 0.2
 'clip_vloss': True
 'ent_coef': 0.01
 'vf_coef': 0.5
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'Cryxim/ppo-LunarLanderV2'
-'batch_size': 512
-'minibatch_size': 128}
+'batch_size': 1024
+'minibatch_size': 204}
   ```
   

logs/events.out.tfevents.1725113283.bf6224b6eef2.7686.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f64f39abc7c843d0c2f6eb118eae585c068f781d2ebdfd42bac923adff703ab
+size 90064

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7529a07b3fdac75f7f278cc4e9e25bb2f3aecc64af5edb3228e4eb297605572c
+oid sha256:044d2ba3f43cc3558664ad6be3f6fd78a0968541a2d3b218ebbd41de548a51eb
 size 43026

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -132.95660451521016, "std_reward": 98.73897868797778, "n_evaluation_episodes": 10, "eval_datetime": "2024-08-31T14:05:25.022721"}
+{"env_id": "LunarLander-v2", "mean_reward": -158.40772154424025, "std_reward": 89.510746105138, "n_evaluation_episodes": 10, "eval_datetime": "2024-08-31T14:08:40.723653"}