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

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

Intelligence Science

Research output: Contribution to conference › Paper › peer-review

1 Citation (Scopus)

Abstract

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.

Original language	English
Publication status	Published - 2018
Event	2018 International Symposium on Artificial Intelligence and Mathematics, ISAIM 2018 - Fort Lauderdale, United States Duration: Jan 3 2018 → Jan 5 2018

Conference

Conference	2018 International Symposium on Artificial Intelligence and Mathematics, ISAIM 2018
Country/Territory	United States
City	Fort Lauderdale
Period	1/3/18 → 1/5/18

All Science Journal Classification (ASJC) codes

Applied Mathematics
Artificial Intelligence

Cite this

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title = "Stochastic game modelling for distributed constraint reasoning with privacy",

abstract = "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.",

author = "Julien Savaux and Julien Vion and Sylvain Piechowiak and Ren{\'e} Mandiau and Toshihiro Matsui and Katsutoshi Hirayama and Makoto Yokoo and Shakre Elmane and Marius Silaghi",

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T1 - Stochastic game modelling for distributed constraint reasoning with privacy

AU - Savaux, Julien

AU - Vion, Julien

AU - Piechowiak, Sylvain

AU - Mandiau, René

AU - Matsui, Toshihiro

AU - Hirayama, Katsutoshi

AU - Yokoo, Makoto

AU - Elmane, Shakre

AU - Silaghi, Marius

PY - 2018

Y1 - 2018

N2 - 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.

AB - 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.

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UR - http://www.scopus.com/inward/citedby.url?scp=85064338207&partnerID=8YFLogxK

M3 - Paper

AN - SCOPUS:85064338207

T2 - 2018 International Symposium on Artificial Intelligence and Mathematics, ISAIM 2018

Y2 - 3 January 2018 through 5 January 2018

ER -

Stochastic game modelling for distributed constraint reasoning with privacy

Abstract

Conference

All Science Journal Classification (ASJC) codes

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