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ppo-CartPole-v1
tmoroder/ppo-CartPole-v1
ppo-CartPole-v1 is a reinforcement learning model from tmoroder. 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.
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Public
Updated Mar 14, 2025
Repo size
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At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Mar 13, 2025
- Updated
- Mar 14, 2025
- SHA
- 22c71868
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
```python
{'exp_name': 'unit8_part1',
'gym_id': 'CartPole-v1', 'learning_rate': 0.00025, 'seed': 1, 'total_timesteps': 100000, 'torch_deterministic': True, 'cuda': True, 'track': False, 'wandb_project_name': 'ppo-implementation-details', 'wandb_entity': None, 'capture_video': False, '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': 'tmoroder/ppo-CartPole-v1', 'batch_size': 512, 'minibatch_size': 128} ```
- Task
- Reinforcement Learning
- Created
- Mar 13, 2025
- Updated
- Mar 14, 2025