AICup Deep Reinforcement Learning Workshop

codes and slides of AICup Deep Reinforcement Learning Workshop.

install dependencies using:

pip install -r requirements.txt

Gym Environment

you can replace the default environment of each code with the environments given in https://www.gymlibrary.dev/

Gym Test

python gym_test.py

Stable Baseline3 example

usage: python sb3.py [-h] [-l LOAD] {train,test}

positional arguments:
  {train,test}          select training or testing

optional arguments:
  -h, --help            show this help message and exit
  -l LOAD, --load LOAD  load model from given path

DQN example

python dqn_example.py