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ppo-clr-CartPole-v1
sgoodfriend/ppo-clr-CartPole-v1
ppo-clr-CartPole-v1 is a reinforcement learning model from sgoodfriend. 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 CartPole-v1.
Access
Public
Updated Feb 28, 2023
Repo size
79.9 KB
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Repo makeup
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.mp462 KB · 59%
At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Feb 17, 2023
- Updated
- Feb 28, 2023
- SHA
- 1328e03c
Model card
From the Hugging Face model README
PPO Agent Playing CartPole-v1
This is a trained model of a PPO agent playing CartPole-v1.
Hyperparameters
{'env_id': 'CartPole-v1'
'seed': 1
'num_envs': 8
'pi_hidden_layers': (64
64)
'v_hidden_layers': (64
64)
'learning_rate': 0.001
'anneal_lr': True
'total_timesteps': 100000
'num_steps': 32
'gamma': 0.98
'gae_lambda': 0.8
'num_minibatches': 1
'num_epochs': 20
'norm_advantage': True
'clip_coef': 0.2
'clip_vloss': True
'vf_coef': 0.5
'ent_coef': 0.0
'max_grad_norm': 0.5
'target_kl': None}
- Task
- Reinforcement Learning
- Created
- Feb 17, 2023
- Updated
- Feb 28, 2023