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ppo_cleanrl_lunar_lander_v2
jaymanvirk/ppo_cleanrl_lunar_lander_v2
ppo_cleanrl_lunar_lander_v2 is a reinforcement learning model from jaymanvirk. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product.
This is a trained model of a PPO agent playing LunarLander-v2.
Access
Public
Updated May 16, 2024
Repo size
138 KB
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Repo makeup
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At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- May 16, 2024
- Updated
- May 16, 2024
- SHA
- 79ffbb78
Model card
From the Hugging Face model README
PPO Agent Playing LunarLander-v2
This is a trained model of a PPO agent playing LunarLander-v2.
Hyperparameters
{'seed': 0, 'torch_deterministic': True, 'cuda': True, 'track': False, 'wandb_project_name': 'cleanRL', 'wandb_entity': None, 'capture_video': False, 'env_id': 'LunarLander-v2', 'total_timesteps': 100000, 'learning_rate': 0.001, 'num_envs': 8, 'num_steps': 256, '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, 'batch_size': 2048, 'minibatch_size': 512}
- Task
- Reinforcement Learning
- Created
- May 16, 2024
- Updated
- May 16, 2024