02 Chapter 1 OpenAI GYM 게임해보기
[이론] Playing OpenAI GYM Games
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모두를 위한 딥러닝 - Deep Reinforcement Learning
- 01Chapter 0 오리엔테이션
- 02Chapter 1 OpenAI GYM 게임해보기
- 03Chapter 2 Dummy Q-learning (table)
- 04Chapter 3 Q-learning explit&exploration and discounted reward
- 05Chapter 4 Q-learning in non-deterministic world
- 06Chapter 5 Q-Network
- 07Chapter 6 DQN
RL 수업소개 (Introduction)
[이론] Playing OpenAI GYM Games
[실습] Playing OpenAI GYM Games
[이론] Dummy Q-learning (table)
[실습] Dummy Q-learning (table)
[이론] Q-learning exploit&exploration and discounted reward
[실습] Q-learning exploit&exploration and discounted reward
[이론] Q-learning in non-deterministic world
[실습] Q-learning in non-deterministic world
[실습] Q-learning(Table) Demo by Jae Hyun Lee
[이론] Q-Network
[실습] Q-Network for Frozen Lake
[실습] Q-Network for Cart Pole
[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] Playing OpenAI GYM Games