핸즈온 심층강화학습

MaximLapan

CHAPTER01강화학습이란무엇인가?
CHAPTER02OpenAIGym
CHAPTER03파이토치와함께배우는딥러닝
CHAPTER04크로스엔트로피방법
CHAPTER05테이블학습과벨만방정식
CHAPTER06DQN:심층Q-신경망
CHAPTER07고수준강화학습라이브러리
CHAPTER08DQN확장
CHAPTER09강화학습속도향상기법
CHAPTER10강화학습을이용한주식거래
CHAPTER11정책그라디언트:대안
CHAPTER12엑터-크리틱(Actor-Critic)
CHAPTER13비동기어드벤티지Actor-Critic
CHAPTER14강화학습으로챗봇학습하기
CHAPTER15텍스트월드환경
CHAPTER16웹탐색
CHAPTER17연속행동공간
CHAPTER18로보틱스에서의강화학습
CHAPTER19신뢰영역-PPO,TRPO,ACKTR그리고SAC
CHAPTER20강화학습에서의블랙박스최적화
CHAPTER21고급탐험
CHAPTER22모델프리를넘어서:상상(Imagination)
CHAPTER23알파고제로
CHAPTER24이산최적화에서의강화학습
CHAPTER25멀티에이전트강화학습