pushing model
Browse files- README.md +46 -0
- agent.pth +3 -0
- events.out.tfevents.1665687395.pop-os.2005728.0 +3 -0
README.md
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---
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tags:
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- CartPole-v1
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- ppo
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- deep-reinforcement-learning
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- reinforcement-learning
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- custom-implementation
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---
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# (CleanRL) **PPO** Agent Playing **CartPole-v1**
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This is a trained model of a PPO agent playing CartPole-v1.
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To learn to code your own PPO agent and train it Unit 8 of the Deep Reinforcement Learning Class: https://github.com/huggingface/deep-rl-class/tree/main/unit8
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# Hyperparameters
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```python
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{'exp_name': 'ppo'
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'seed': 1
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'torch_deterministic': True
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'cuda': False
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'track': False
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'wandb_project_name': 'cleanRL'
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'wandb_entity': None
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'capture_video': True
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'hf_repo_id': 'cleanrl/ppo'
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'env_id': 'CartPole-v1'
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'total_timesteps': 500000
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'learning_rate': 0.00025
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'num_envs': 4
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'num_steps': 128
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'anneal_lr': True
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'gamma': 0.99
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'gae_lambda': 0.95
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'num_minibatches': 4
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'update_epochs': 4
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'norm_adv': True
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'clip_coef': 0.2
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'clip_vloss': True
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'ent_coef': 0.01
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'vf_coef': 0.5
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'max_grad_norm': 0.5
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'target_kl': None
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'batch_size': 512
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'minibatch_size': 128}
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```
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agent.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:b78bfad86d1fa939203501f3b6e31a70f8db7a7a33bd6f86c98aeb98c420676a
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size 40129
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events.out.tfevents.1665687395.pop-os.2005728.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:2d3d73c5befb5d6ddfd9c5c22b9782c4a39329690c3fc6d439d816a998ee7fe0
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size 3475
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