* Install dependencies : 

    - Some packages may not install in requirements.txt, but code will still work
    $ pip install -r requirements.txt
    $ pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
    $ pip install mushroom-rl==1.4.0
    $ pip install gym==0.10.8
    $ pip install gym[atari]==0.10.8
    $ pip install autorom[accept-rom-license]
    $ pip install opencv-python==4.0.0.21

* Install atari roms :

    $ wget http://www.atarimania.com/roms/Roms.rar
    $ sudo mkdir -p /content/ROM/
    $ sudo unrar e Roms.rar /content/ROM/
    $ python -m atari_py.import_roms /content/ROM/

* Run full experiments:
    - Due to the upload size limit, we were only able to include 14 trained neural networks for atari.
    $ python -W ignore -u alphago.py --n_mcts 512 --n_ep 10

