It was a good lecture to learn the theory of reinforcement learning.

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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."

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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