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All Projects → Ceruleanacg → Reinforcement Learning

Ceruleanacg / Reinforcement Learning

Licence: mit
🤖 Implements of Reinforcement Learning algorithms.

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reinforcement-learningdeep-reinforcement-learningpapersdqnddpgdeep-learning-algorithms

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Implements of Reinforcement Learning Algorithms

This repo is implements of Reinforcement Learning Algorithms, implementing as learning, some of them are even another version of some tutorial. Any contributions are welcomed.

Content

Requirements

  • Python3.5
  • TensorFlow1.4
  • gym
  • numpy
  • matplotlib
  • pandas (option)

How to Run

All algorithms are implemented with TensorFlow, the default environment are games provided by gym. You can just clone this project, and run the each algorithm by:

python3.5 algorithms/algo_name.py

TODO

  • More implements of Deep Reinforcement Learning Paper and Methods.
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