It's a bit difficult to look at without a foundation in artificial intelligence + reinforcement learning.

doabc

We will learn about Q-learning and Deep Q-learning, and have time to implement reinforcement learning in R. We will cover the entire reinforcement learning content, from Deep Q-network to Self-imitation learning and Random Network Distillation.

coco

Reinforcement learning made easy with R

입문

초급

중급이상

Machine Learning(ML)

R언어

Reinforcement Learning(RL)

Orientation

Understanding the concept of reinforcement learning

Deep Reinforcement Learning

Algorithms for Exploration

Looking back at the class

Lecture materials