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ppo-LunarLander-v2-unit8.1
knight9114/ppo-LunarLander-v2-unit8.1
ppo-LunarLander-v2-unit8.1 is a reinforcement learning model from knight9114. 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 Aug 16, 2024
Repo size
1.3 MB
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0
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Repo makeup
Click a slice to open those files.
.27442 KB · 29%
At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Aug 16, 2024
- Updated
- Aug 16, 2024
- SHA
- e65f65e1
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
{'exp_name': 'ppo'
'raw_exp_version': None
'n_hidden_layers': 1
'd_hidden_layers': 64
'env_id': 'LunarLander-v2'
'n_envs': 4
'total_timesteps': 1000000
'batch_timesteps': 128
'n_mini_batches': 4
'n_epochs': 4
'lr': 0.0003
'alpha': 0.2
'gamma': 0.99
'lmbda': 0.95
'normalize_advantages': True
'coef_vf': 0.5
'coef_s': 0.01
'max_grad_norm': 1.0
'seed': 2546260713
'cuda': True
'deterministic': True
'repo_id': 'knight9114/ppo-LunarLander-v2-unit8.1'
'batch_size': 512
'mini_batch_size': 128
'exp_version': 'version_13'}
- Task
- Reinforcement Learning
- Created
- Aug 16, 2024
- Updated
- Aug 16, 2024