모두를 위한 딥러닝 - Deep Reinforcement Learning
    • 01
      Chapter 0 오리엔테이션
      • RL 수업소개 (Introduction)
      Preview
    • 02
      Chapter 1 OpenAI GYM 게임해보기
      • [이론] Playing OpenAI GYM Games
      Preview
      [실습] Playing OpenAI GYM Games
    • 03
      Chapter 2 Dummy Q-learning (table)
      • [이론] Dummy Q-learning (table)
      [실습] Dummy Q-learning (table)
    • 04
      Chapter 3 Q-learning explit&exploration and discounted reward
      • [이론] Q-learning exploit&exploration and discounted reward
      [실습] Q-learning exploit&exploration and discounted reward
    • 05
      Chapter 4 Q-learning in non-deterministic world
      • [이론] Q-learning in non-deterministic world
      Preview
      [실습] Q-learning in non-deterministic world
      [실습] Q-learning(Table) Demo by Jae Hyun Lee
    • 06
      Chapter 5 Q-Network
      • [이론] Q-Network
      [실습] Q-Network for Frozen Lake
      [실습] Q-Network for Cart Pole
    • 07
      Chapter 6 DQN
      • [이론] DQN
      [실습] DQN 1 (NIPS 2013)
      [실습] DQN 2 (Nature 2015)
      [실습] DQN Cart Pole Demo (with Music!)
      [실습] DQN Simple Pacman Demo (여러분은 최고 몇점까지 갈수 있나요?)
    [이론] Q-learning in non-deterministic world
    05 Chapter 4 Q-learning in non-deterministic world
    [이론] Q-learning in non-deterministic world
    Q&A