Lecture 1_ RL 수업소개 (Introduction)

  • 커리큘럼
  • 질문 및 토론
  • 참고자료

커리큘럼

  • Lecture 1_ RL 수업소개 (Introduction)

    0:13:42 맛보기

  • Lecture 2_ Playing OpenAI GYM Games

    0:10:14

  • Lab 2_ Playing OpenAI GYM Games

    0:09:35

  • Lecture 3_ Dummy Q-learning (table)

    0:20:48

  • Lab 3_ Dummy Q-learning (table)

    0:12:57

  • Lecture 4_ Q-learning (table) exploit&exploration

    0:16:59

  • Lab 4_ Q-learning (table) exploit&exploration and

    0:06:56

  • Lecture 05_ Q-learning on Nondeterministic Worlds!

    0:13:55

  • Lab 05-1_ Q-learning on Nondeterministic Worlds!

    0:09:28

  • Lab 05-2: Q-learning (Table) Demo by Jae Hyun Lee

    0:00:37

  • Lecture 6_ Q-Network

    0:16:42

  • Lab 6-1_ Q Network for Frozen Lake

    0:18:03

  • Lab 6-2_ Q Network for Cart Pole

    0:21:40

  • Lecture 7_ DQN

    0:17:45

  • Lab 7-1_ DQN 1 (NIPS 2013)

    0:19:22

  • Lab 7-2_ DQN 2 (Nature 2015)

    0:15:58

  • Lab 7-3_ DQN Cart Pole Demo (with Music)!

    0:00:22

  • Lab 7-4_ DQN Simple Pacman exercise example (with

    0:01:24

  • Lab 8-3_ DQN vs Policy Gradient on Simple Pacman (

    0:00:53

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