pushing model
Browse files- README.md +48 -0
- agent.pth +3 -0
- events.out.tfevents.1665691845.pop-os.2085552.0 +3 -0
README.md
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---
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tags:
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- CartPole-v1
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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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The model was trained by using [CleanRL](https://github.com/vwxyzjn/cleanrl) and the training code can be
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found [here](https://github.com/vwxyzjn/cleanrl/blob/master/cleanrl/ppo.py).
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# Hyperparameters
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```python
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{'anneal_lr': True,
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'batch_size': 512,
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'capture_video': True,
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'clip_coef': 0.2,
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'clip_vloss': True,
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'cuda': False,
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'ent_coef': 0.01,
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'env_id': 'CartPole-v1',
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'exp_name': 'ppo',
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'gae_lambda': 0.95,
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'gamma': 0.99,
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'hf_repo_id': 'vwxyzjn/ppo2',
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'learning_rate': 0.00025,
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'max_grad_norm': 0.5,
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'minibatch_size': 128,
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'norm_adv': True,
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'num_envs': 4,
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'num_minibatches': 4,
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'num_steps': 128,
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'save_model': True,
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'seed': 1,
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'target_kl': None,
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'torch_deterministic': True,
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'total_timesteps': 500000,
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'track': False,
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'update_epochs': 4,
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'vf_coef': 0.5,
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'wandb_entity': None,
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'wandb_project_name': 'cleanRL'}
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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.1665691845.pop-os.2085552.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:367eb007bb2963dca13b51b8d815c361a445b6ac51381c0433314d8d676a9d95
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size 3486
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