Stochastic game modelling for distributed constraint reasoning with privacy

Julien Savaux, Julien Vion, Sylvain Piechowiak, René Mandiau, Toshihiro Matsui, Katsutoshi Hirayama, Makoto Yokoo, Shakre Elmane, Marius Silaghi

研究成果: Contribution to conferencePaper査読

1 被引用数 (Scopus)

抄録

Privacy has been a major concern for agents in distributed constraint reasoning. In this work, we approach this issue in distributed constraint reasoning by letting agents compromise solution quality for preserving privacy, using utility theory. We formalize privacy in the context of distributed constraint reasoning, detail its different aspects, and present model and solvers, as well as their properties. We then show how distributed constraint reasoning with privacy requirements can be modelled as a planning problem, and more specifically as a stochastic game.

本文言語英語
出版ステータス出版済み - 2018
イベント2018 International Symposium on Artificial Intelligence and Mathematics, ISAIM 2018 - Fort Lauderdale, 米国
継続期間: 1 3 20181 5 2018

会議

会議2018 International Symposium on Artificial Intelligence and Mathematics, ISAIM 2018
国/地域米国
CityFort Lauderdale
Period1/3/181/5/18

All Science Journal Classification (ASJC) codes

  • 応用数学
  • 人工知能

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