dnfldjf

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

Sung Kim

모두를 위한 딥러닝 - Deep Reinforcement Learning

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."

입문

초급

중급이상

Deep Learning(DL)

Reinforcement Learning(RL)

Deep Learning for Everyone - Deep Reinforcement Learning

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