Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -129.67 +/- 38.05
+      value: -186.83 +/- 116.96
       name: mean_reward
       verified: false
 ---
@@ -28,7 +28,7 @@ model-index:
     
   # Hyperparameters
   ```python
-  {'exp_name': 'ppo'
+  {'exp_name': 'ppo_optimized'
 'seed': 1
 'torch_deterministic': True
 'cuda': True
@@ -38,24 +38,24 @@ model-index:
 'capture_video': False
 'env_id': 'LunarLander-v2'
 'total_timesteps': 50000
-'learning_rate': 0.00025
-'num_envs': 4
-'num_steps': 128
+'learning_rate': 0.0003
+'num_envs': 8
+'num_steps': 256
 'anneal_lr': True
 'gae': True
 'gamma': 0.99
 'gae_lambda': 0.95
 'num_minibatches': 4
-'update_epochs': 4
+'update_epochs': 3
 'norm_adv': True
 'clip_coef': 0.2
 'clip_vloss': True
-'ent_coef': 0.01
+'ent_coef': 0.005
 'vf_coef': 0.5
 'max_grad_norm': 0.5
-'target_kl': None
+'target_kl': 0.015
 'repo_id': 'Zionamsalem/LLV2'
-'batch_size': 512
-'minibatch_size': 128}
+'batch_size': 2048
+'minibatch_size': 512}
   ```
   

logs/events.out.tfevents.1740321370.57e0e4a6823e.7707.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3944460a8db70d6a26ff5ad8bd470d755448017fee5bdc2b17b7ab0c03092015
+size 74573

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fd4596ab0794d2a541e1ee1543e4c0035dfad1fec7183bccf8aca2cae9fb97b0
+oid sha256:064b494bef98697f62ac684ad914aac568c106059e062d09ce1bd48202935b31
 size 43026

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -129.6741312118122, "std_reward": 38.045214805916565, "n_evaluation_episodes": 10, "eval_datetime": "2025-02-23T14:30:35.731697"}
+{"env_id": "LunarLander-v2", "mean_reward": -186.82807786633282, "std_reward": 116.96067705206202, "n_evaluation_episodes": 10, "eval_datetime": "2025-02-23T14:36:33.579602"}