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Atari - Deep Reinforcement Learning algorithms in TensorFlow

Build Status

Learning to play Atari in TensorFlow using Deep Reinforcement Learning

Setup

git clone https://github.com/brendanator/atari-rl
git submodule update --init
conda create --name atari-rl python=3.5
source activate atari-rl
conda install -y -c https://conda.binstar.org/menpo opencv3
conda install -y h5py numpy
pip install tensorflow
pip install 'gym[atari]'

Python 2.7 is also supported

Usage

  • Show all options - python main.py --help
  • Play a specific Atari game - python main.py --game Breakout

Papers Implemented

Acknowledgements

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Atari - Deep Reinforcement Learning algorithms in TensorFlow

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