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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

홍콩과기대 김성훈 교수님의 "모두를 위한 딥러닝" 강좌 두번째 시즌으로 '강화학습' 에 대해 학습해 봅니다.

Sung Kim

입문

초급

중급이상

Deep Learning(DL)

딥러닝

Reinforcement Learning(RL)

강화학습

모두를 위한 딥러닝 - Deep Reinforcement Learning

Lecture 1. 수업의 개요

Lecture 2. OpenAI GYM 게임해보기

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