Deep Q Learning on Atari
This is for studying reinforcement learning in simulation space.
- environment
- Windows10
- nvidia-dirver 461.72
- cuda 11.1
- cuDNN 8.0.5
- pytorch 1.7.1
- installation guide for pytorch
conda create -n <env_name> python=3.8
conda activate <env_name>
conda install pytorch torchvision torchaudio cudatoolkit=11.0 -c pytorch
- installation guide for atari
pip install "gym[atari]"
pip install pygame
pip uninstall atari_py
pip install --no-index -f https://github.com/Kojoley/atari-py/releases atari_py
pip install -r requirements.txt
- Random test (Breakout)
- Q Learning (FrozenLake)
- Q Network (FrozenLake)
- DQN (SpaceInvaders)
이주용 안석준