Proactive dynamic DCOPs

Khoi Hoang, Ferdinando Fioretto, Ping Hou, Makoto Yokoo, William Yeoh, Roie Zivan

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

抄録

The current approaches to model dynamism in DCOPs solve a sequence of static problems, reacting to the changes in the environment as the agents observe them. Such approaches, thus, ignore possible predictions on the environment evolution. To overcome such limitations, we introduce the Proactive Dynamic DCOP (PD-DCOP) model, a novel formalism to model dynamic DCOPs in the presence of exogenous uncertainty. In contrast to reactive approaches, PD-DCOPs are able to explicitly model the possible changes to the problem, and take such information into account proactively, when solving the dynamically changing problem.

本文言語英語
ホスト出版物のタイトルWS-16-01
ホスト出版物のサブタイトルArtificial Intelligence Applied to Assistive Technologies and Smart Environments; WS-16-02: AI, Ethics, and Society; WS-16-03: Artificial Intelligence for Cyber Security; WS-16-04: Artificial Intelligence for Smart Grids and Smart Buildings; WS-16-05: Beyond NP; WS-16-06: Computer Poker and Imperfect Information Games; WS-16-07: Declarative Learning Based Programming; WS-16-08: Expanding the Boundaries of Health Informatics Using AI; WS-16-09: Incentives and Trust in Electronic Communities; WS-16-10: Knowledge Extraction from Text; WS-16-11: Multiagent Interaction without Prior Coordination; WS-16-12: Planning for Hybrid Systems; WS-16-13: Scholarly Big Data: AI Perspectives, Challenges, and Ideas; WS-16-14: Symbiotic Cognitive Systems; WS-16-15: World Wide Web and Population Health Intelligence
出版社AI Access Foundation
ページ233-240
ページ数8
ISBN(電子版)9781577357599
出版ステータス出版済み - 2016
イベント30th AAAI Conference on Artificial Intelligence, AAAI 2016 - Phoenix, 米国
継続期間: 2 12 20162 17 2016

出版物シリーズ

名前AAAI Workshop - Technical Report
WS-16-01 - WS-16-15

その他

その他30th AAAI Conference on Artificial Intelligence, AAAI 2016
国/地域米国
CityPhoenix
Period2/12/162/17/16

All Science Journal Classification (ASJC) codes

  • 工学(全般)

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