wangqingyu985 / Reinforcement-learning

a simple 2D game

Environment

Ubuntu18.04,PyCharm,Anaconda

Installation

install packages 'numpy' and 'pandas' by using pip or conda

Q-learning

python Qlearning.py 

SARSA

python Sarsa-left_and_right.py

SARSA(lambda)

python Sarsa(lambda)-left_and_right.py

Reference

• [1] https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow
• [2] DQN https://blog.csdn.net/JohnJim0/article/details/109557173
• [3] Double-DQN https://blog.csdn.net/JohnJim0/article/details/111552545