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  1. README.md +27 -0
  2. hyperparameters.json +1 -0
  3. model.pt +3 -0
  4. replay.mp4 +0 -0
  5. results.json +1 -0
README.md ADDED
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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: Pixelcopter-PLE-v4
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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: 10.50 +/- 11.24
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+ name: mean_reward
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+ verified: false
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+ ---
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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 ADDED
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+ {"h_size": 32, "n_training_episodes": 20000, "n_evaluation_episodes": 10, "max_t": 10000, "gamma": 0.99, "lr": 0.0005, "env_id": "Pixelcopter-PLE-v0", "state_space": 7, "action_space": 2}
model.pt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:bb2995635b777bb5f4ac2c2682985076ed80e7fd21d9ef8d875d10d7ae86143c
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+ size 22267
replay.mp4 ADDED
Binary file (7.53 kB). View file
 
results.json ADDED
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+ {"env_id": "Pixelcopter-PLE-v0", "mean_reward": 10.5, "n_evaluation_episodes": 10, "eval_datetime": "2023-08-07T00:48:34.065261"}