Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -190.40 +/- 112.25
+      value: -165.17 +/- 85.08
       name: mean_reward
       verified: false
 ---
@@ -37,16 +37,16 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 500000
+'total_timesteps': 1000000
 'learning_rate': 1e-05
-'num_envs': 16
+'num_envs': 64
 'num_steps': 128
 'anneal_lr': True
 'gae': True
-'gamma': 0.99
-'gae_lambda': 0.95
+'gamma': 0.999
+'gae_lambda': 0.98
 'num_minibatches': 4
-'update_epochs': 8
+'update_epochs': 4
 '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': 'irow/ppo-LunarLander-v2'
-'batch_size': 2048
-'minibatch_size': 512}
+'batch_size': 8192
+'minibatch_size': 2048}
   ```
   

logs/events.out.tfevents.1684424198.irow-pc.68213.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79092f0b86b32a52b2608a4a8423c26a9916268b923dccd63a38a00a317cc428
+size 1024235

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6d3f34fe5c36ba6ca6cfe7e3258e34363e20056bea6b53d2dc0c1037d0fae87c
+oid sha256:22ad6df793e172fb05cc80042f0b18b5bd480302a7774c920acc19aa16c00c51
 size 42817

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -190.39561431334616, "std_reward": 112.2539991590456, "n_evaluation_episodes": 10, "eval_datetime": "2023-05-18T09:32:40.498406"}
+{"env_id": "LunarLander-v2", "mean_reward": -165.17162404995943, "std_reward": 85.08336394311924, "n_evaluation_episodes": 10, "eval_datetime": "2023-05-18T09:39:15.349892"}