Push agent to the Hub

README.md

@@ -0,0 +1,33 @@
+---
+tags:
+- LunarLander-v2
+- ppo
+- deep-reinforcement-learning
+- reinforcement-learning
+- custom-implementation
+- deep-rl-course
+model-index:
+- name: PPO
+  results:
+  - task:
+      type: reinforcement-learning
+      name: reinforcement-learning
+    dataset:
+      name: LunarLander-v2
+      type: LunarLander-v2
+    metrics:
+    - type: mean_reward
+      value: -150.59 +/- 97.76
+      name: mean_reward
+      verified: false
+---
+
+  # PPO Agent Playing LunarLander-v2
+
+  This is a trained model of a PPO agent playing LunarLander-v2.
+
+  # Hyperparameters
+  ```python
+  {'exp_name': 'ppo''seed': 1'torch_deterministic': True'cuda': True'track': False'wandb_project_name': 'cleanRL''wandb_entity': None'capture_video': False'env_id': 'LunarLander-v2''total_timesteps': 50000'learning_rate': 0.00025'num_envs': 4'num_steps': 128'anneal_lr': True'gae': True'gamma': 0.99'gae_lambda': 0.95'num_minibatches': 4'update_epochs': 4'norm_adv': True'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': 'wooii/ppo-LunarLander-v2-2''batch_size': 512'minibatch_size': 128}
+  ```
+  

logs/events.out.tfevents.1696466672.6eaa3ccf779c.3644.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:698ee30858df711c4b9e643e7628b90e8578a0828ce55ddfddebc506d5eb83fb
+size 110566

model.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73a6748cee3444894102db06ecc10eb21168fdd67939c4d5bf3a05379f763ac8
+size 42469

results.json

@@ -0,0 +1 @@
+{"env_id": "LunarLander-v2", "mean_reward": -150.5917066883356, "std_reward": 97.76216456777576, "n_evaluation_episodes": 10, "eval_datetime": "2023-10-05T00:45:10.450614"}