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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-pixel18h
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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: 27.90 +/- 29.34
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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": 128, "n_training_episodes": 250000, "n_evaluation_episodes": 10, "max_t": 10000, "gamma": 0.99, "lr": 3e-05, "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 sha256:86556554084db7335a89139ed4bac4526817fa270579aee64e3a0c41d177efc4
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size 141620
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replay.mp4
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Binary file (24.8 kB). View file
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results.json
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{"env_id": "Pixelcopter-PLE-v0", "mean_reward": 27.9, "n_evaluation_episodes": 10, "eval_datetime": "2024-05-02T13:24:10.481803"}
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