NikitaErmolaev
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Push Reinforce agent to the Hub
Browse files- .gitattributes +1 -0
- README.md +26 -0
- hyperparameters.json +1 -0
- model.pt +3 -0
- replay.mp4 +3 -0
- results.json +1 -0
.gitattributes
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README.md
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---
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tags:
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- Pixelcopter-PLE-v0
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- reinforce
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- reinforcement-learning
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- custom-implementation
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- deep-rl-class
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model-index:
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- name: Reinforce-PixelCopter
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results:
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- metrics:
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- type: mean_reward
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value: 9.30 +/- 8.80
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name: mean_reward
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task:
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type: reinforcement-learning
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name: reinforcement-learning
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dataset:
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name: Pixelcopter-PLE-v0
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type: Pixelcopter-PLE-v0
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---
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# **Reinforce** Agent playing **Pixelcopter-PLE-v0**
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This is a trained model of a **Reinforce** agent playing **Pixelcopter-PLE-v0** .
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To learn to use this model and train yours check Unit 5 of the Deep Reinforcement Learning Class: https://github.com/huggingface/deep-rl-class/tree/main/unit5
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hyperparameters.json
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{"h_size": 64, "n_training_episodes": 50000, "n_evaluation_episodes": 10, "max_t": 10000, "gamma": 0.99, "lr": 0.0001, "env_id": "Pixelcopter-PLE-v0", "state_space": 7, "action_space": 2}
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model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d7dc8689deea0765ccef625c73dfa1d4e60d217396792e1fa8cf258043fedf31
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size 4703
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replay.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:bb34d47d1e062a787ea17cefeabb919b143c17e25140e55fe5ed1bae844a0d0b
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size 5266
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results.json
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{"env_id": "Pixelcopter-PLE-v0", "mean_reward": 9.3, "n_evaluation_episodes": 10, "eval_datetime": "2022-07-17T22:27:01.514715"}
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