DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | Moon, Il-Chul | - |
dc.contributor.advisor | 문일철 | - |
dc.contributor.author | Jung, Chi-jung | - |
dc.contributor.author | 정치정 | - |
dc.date.accessioned | 2017-03-29T02:33:27Z | - |
dc.date.available | 2017-03-29T02:33:27Z | - |
dc.date.issued | 2016 | - |
dc.identifier.uri | http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=649461&flag=dissertation | en_US |
dc.identifier.uri | http://hdl.handle.net/10203/221457 | - |
dc.description | 학위논문(석사) - 한국과학기술원 : 산업및시스템공학과, 2016.2 ,[v, 35 p. :] | - |
dc.description.abstract | This thesis introduces a case study of utilizing the decentralized partially observableMarkov decision process (DEC-POMDP) in modeling information delivery behavior under the network centric warfare settings. The deployed troops are modeled as bounded rational agents, and they have different communication success possibilities in the long range and the short range. Our DEC-POMDP model indicates how to deliver time-sensitive target information from the monitoring agent to the headquarter through multiple bridging agents. The bridging agents should intelligently decide which information to transmit through the long range or delegate the transfer to other agents via short range communications. Our models shed light on the improved information delivery behavior that are inferred from the DEC-POMDP model with simulation based experiments. We expect that this research would play a role in improving Tactics, Techniques, and Procedures (TTP) in the field operation. | - |
dc.language | eng | - |
dc.publisher | 한국과학기술원 | - |
dc.subject | Partially Observable Markov Decision Process | - |
dc.subject | Agent based simulation | - |
dc.subject | Enemy area operation in depth | - |
dc.subject | Military artificial intelligence | - |
dc.subject | Bounded situation awareness | - |
dc.subject | 분권적 부분관찰 마코프 의사결정 과정 | - |
dc.subject | 에이전트 기반 시뮬레이션 | - |
dc.subject | 적지 종심 작전 | - |
dc.subject | 군사 분야 인공지능 | - |
dc.subject | 제약적 상황인식 | - |
dc.title | Intelligent behavior modeling on information delivery of time-sensitive targets | - |
dc.title.alternative | 시한성 긴급표적의 정보 전달을 위한 지능형 행동 모델링 | - |
dc.type | Thesis(Master) | - |
dc.identifier.CNRN | 325007 | - |
dc.description.department | 한국과학기술원 :산업및시스템공학과, | - |
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