Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: 0.83 +/- 0.70
+      value: 0.60 +/- 1.00
       name: mean_reward
       verified: false
 ---
@@ -28,7 +28,7 @@ model-index:
 
   # Hyperparameters
   ```python
-  {'exp_name': 'LongRunningOriginal'
+  {'exp_name': '3million'
 'seed': 1
 'torch_deterministic': True
 'cuda': True
@@ -37,16 +37,16 @@ model-index:
 'wandb_entity': None
 'capture_video': True
 'env_id': 'LunarLander-v2'
-'total_timesteps': 4000000
-'learning_rate': 0.00025
-'num_envs': 8
-'num_steps': 1024
+'total_timesteps': 3000000
+'learning_rate': 0.0004
+'num_envs': 4
+'num_steps': 128
 'anneal_lr': False
 'gae': True
 'gamma': 0.999
 'gae_lambda': 0.98
 'num_minibatches': 4
-'update_epochs': 4
+'update_epochs': 16
 'norm_adv': True
 'clip_coef': 0.2
 'clip_vloss': True
@@ -57,7 +57,7 @@ model-index:
 'num_hidden_layers': 2
 'upload_to_hf': True
 'repo_id': 'candrews1971/ppo-LunarLander-v2.1'
-'batch_size': 8192
-'minibatch_size': 2048}
+'batch_size': 512
+'minibatch_size': 128}
   ```
   

logs/events.out.tfevents.1718372382.ChrisGaming.800938.0

@@ -0,0 +1,3 @@
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+oid sha256:b90a1e071bc7b118ed577dfeb76dfa83035ccf5b3ed276da0f325db0b4d3f7db
+size 4204279

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a28348f6869672d4de87040cbef9f4538bbaee7501b85bb2b303fbb89a1b7306
+oid sha256:0875cf7cf0f752770c79a2667d0c0287a45f688bdc59162badd0a3d3ae1cd84c
 size 77182

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": 0.826945648767448, "std_reward": 0.6998308608742364, "n_evaluation_episodes": 10, "eval_datetime": "2024-06-13T19:20:38.468262"}
+{"env_id": "LunarLander-v2", "mean_reward": 0.6009258633768677, "std_reward": 0.9958946932658063, "n_evaluation_episodes": 10, "eval_datetime": "2024-06-14T09:29:42.108499"}