cd /path/to/your/workspace
git clone https://github.com/walkingmask/drl_lab.git
cd drl_lab
# after install gym-ple (at jupyter terminal)
cp games/breakout_pygame.py ple/ple/games/
vim gym-ple/gym_ple/__init__.py
# add 'Breakout_pygame' in the list at line 5

# require pyenv and pyenv-virtualenv
pyenv install anaconda3-5.0.0
pyenv virtualenv anaconda3-5.0.0 drl_lab
pyenv local drl_lab
pip install -U pip
pip install -r requirements.txt
git clone https://github.com/openai/gym.git && cd gym && pip install -e . && cd ..
git clone https://github.com/ntasfi/PyGame-Learning-Environment.git ./ple && cd ple && pip install -e . && cd ..
git clone https://github.com/lusob/gym-ple.git && cd gym-ple && pip install -e . && cd ..

# at local terminal
bash docker/local/run
open http://localhost:58888

# at remote terminal
bash docker/remote_low/run
# at local terminal
open http://{remote_host}:58888

# at remote terminal
bash docker/remote/run
# at local terminal
open http://{remote_host}:58888

python -m unittest discover

python main.py --help                   # show helps
python main.py                          # run as default
python main.py --hparams ./hparams.py   # run using hparams.py