README.md

DQN

DQN implementation for checking baselines.

requirements

• Python3

dependencies

• tensorflow
• gym[atari]
• opencv-python
• git+https://github.com/imai-laboratory/rlsaber

usage

training

$ python train.py [--render]

playing

$ python train.py [--render] [--load {path of models}] --demo

cautions

• Use ***Deterministic-v4 instead of ***-v0 for environemts because in default, environments sample {2, 3, 4} frames uniformaly. This affects negatively performance because of non-deterministic frame skipping.

implementation

This baseline is inspired by following projects.

• OpenAI Baselines
• ChainerRL