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This repository is deprecated. The network code has been merged into spragunr/deep_q_rl

Dependencies

conda install -c https://conda.binstar.org/menpo opencv
  • Pylearn2
git clone git@github.com:lisa-lab/pylearn2.git
cd pylearn2
python setup.py develop
  • Lasagne
git clone git@github.com:benanne/Lasagne.git
cd Lasagne
python setup.py install

  • SDL
sudo apt-get install libsdl1.2-dev libsdl-image1.2-dev libsdl-gfx1.2-dev libopencv-dev python-opencv
git clone git@github.com:mgbellemare/Arcade-Learning-Environment.git
cd Arcade-Learning-Environment
cp makefile.unix makefile
# edit makefile to set USE_RLGLUE and USE_SDL to 1
make && make install

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Theano-based implementation of Deep Q-learning

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  • Python 96.2%
  • Shell 3.8%