Push agent to the Hub

README.md

@@ -17,7 +17,7 @@ model-index:
       type: LunarLander-v2
     metrics:
     - type: mean_reward
-      value: -162.93 +/- 113.37
+      value: -105.96 +/- 18.63
       name: mean_reward
       verified: false
 ---
@@ -28,7 +28,7 @@ model-index:
     
   # Hyperparameters
   ```python
-  {'exp_name': 'ppo2'
+  {'exp_name': 'ppo'
 'seed': 1
 'torch_deterministic': True
 'cuda': True
@@ -37,14 +37,13 @@ model-index:
 'wandb_entity': None
 'capture_video': False
 'env_id': 'LunarLander-v2'
-'total_timesteps': 10000
+'total_timesteps': 100000
 'learning_rate': 0.00025
-'num_envs': 4
-'num_steps': 128
+'num_envs': 16
+'num_steps': 1024
 'anneal_lr': True
-'gae': True
-'gamma': 0.99
-'gae_lambda': 0.95
+'gamma': 0.999
+'gae_lambda': 0.98
 'num_minibatches': 4
 'update_epochs': 4
 'norm_adv': True
@@ -55,7 +54,7 @@ model-index:
 'max_grad_norm': 0.5
 'target_kl': None
 'repo_id': 'CoreyMorris/lander-delete-me'
-'batch_size': 512
-'minibatch_size': 128}
+'batch_size': 16384
+'minibatch_size': 4096}
   ```
   

logs/events.out.tfevents.1676736737.corey-ubuntu.29057.0

@@ -0,0 +1,3 @@
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+oid sha256:3d2b772864c62711e5a98cfc1e34529d298d83ea4e4a5299a307459b7b32ee09
+size 121024

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c00ec685f7a1f56ca6f660da79bf6d63e912016690f83b7f3b26d41dc59ca6d9
+oid sha256:2883531737bbfa5a1f638c50bb86735c45f34aa9604c0896107b5d4b1f3ca99b
 size 42817

results.json

@@ -1 +1 @@
-{"env_id": "LunarLander-v2", "mean_reward": -162.93307338588528, "std_reward": 113.36816531496491, "n_evaluation_episodes": 10, "eval_datetime": "2023-02-18T11:09:08.684969"}
+{"env_id": "LunarLander-v2", "mean_reward": -105.95638655063024, "std_reward": 18.627966001887124, "n_evaluation_episodes": 10, "eval_datetime": "2023-02-18T11:12:44.214078"}