This is an easy and understandable introduction to reinforcement learning. Thank you so much for providing this lecture for free.

newtyfjrl2059

In the second season of Professor Kim Seong-hun's "Deep Learning for All" course from Hong Kong University of Science and Technology, we will learn about "reinforcement learning."

hunkim3879

Deep Learning for Everyone - Deep Reinforcement Learning

Sung Kim

입문

초급

중급이상

Deep Learning(DL)

Reinforcement Learning(RL)

Lecture 1. Overview of the course

Lecture 2. Try the OpenAI GYM game

Lecture 3: Dummy Q-learning (table)

Lecture 4: Q-learning exploit&exploration and discounted reward

Lecture 5: Q-learning in non-deterministic world

Lecture 6: Q-Network

Lecture 7: DQN