서지주요정보
Partially observable markovian decision process with lagged information = 추가지연 정보를 갖는 불확실성 마코브 의사결정
서명 / 저자 Partially observable markovian decision process with lagged information = 추가지연 정보를 갖는 불확실성 마코브 의사결정 / Byung-Ho Jeong.
발행사항 [서울 : 한국과학기술원, 1985].
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소장정보

등록번호

4102925

소장위치/청구기호

학술문화관(문화관) 보존서고

MIE 8528

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리뷰정보

초록정보

In real-world problems, we face lots of uncertainty, especially in the application of Markov process. Our interest exists in reducing state uncertainty inherent in general partially observable Markov decision process (POMDP). In order to reduce uncertainty, it is indispensable that we obtain additional information concerning every state of Markov process. Among various cases with different additional information structure, this study focuses on the case that we obtain uncertain delayed observation of state after one transition. In other words, this thesis could be considered as Markov decision process with lagged and current partial observations. First, this study develops basic information structure adding lagged observations to a general POMDP. Second, we study a rule for deriving state vector based on the information structure. This special POMDP model is solved on the basis of a modified one-pass algorithm. These results are illustrated by a decision making problem in trading company that has two alternatives and two sources of information.

서지기타정보

서지기타정보
청구기호 {MIE 8528
형태사항 [ii], 45 p. : 삽도 ; 26 cm
언어 영어
일반주기 저자명의 한글표기 : 정병호
지도교수의 영문표기 : Soung-Hie Kim
지도교수의 한글표기 : 김성희
학위논문 학위논문(석사) - 한국과학기술원 : 산업공학과,
서지주기 Reference : p. 44-45
주제 Uncertainty.
Decision-making.
마코브 과정. --과학기술용어시소러스
불확실성. --과학기술용어시소러스
의사 결정. --과학기술용어시소러스
Markov processes.
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