staycoolish
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Browse files- README.md +27 -0
- hyperparameters.json +1 -0
- model.pt +3 -0
- replay.mp4 +0 -0
- results.json +1 -0
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-v1
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results:
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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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metrics:
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- type: mean_reward
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value: 35.70 +/- 27.01
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name: mean_reward
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verified: false
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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 4 of the Deep Reinforcement Learning Course: https://huggingface.co/deep-rl-course/unit4/introduction
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hyperparameters.json
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{"h_size": 64, "n_training_episodes": 16000, "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 sha256:977245becc7862ca8511eef3c12f2df442bde63fb0d524a5c19afe2913128918
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size 38983
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replay.mp4
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Binary file (7.82 kB). View file
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results.json
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{"env_id": "Pixelcopter-PLE-v0", "mean_reward": 35.7, "n_evaluation_episodes": 10, "eval_datetime": "2023-01-20T09:21:15.371684"}
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