Distributed constraint reasoning applied to multi-robot exploration

被引:11
作者
Doniec, Arnaud [1 ,2 ]
Bouraqadi, Noury [1 ,2 ]
Defoort, Michael [1 ,2 ]
Le, Van Tuan [3 ]
Stinckwich, Serge [3 ]
机构
[1] Univ Lille Nord France, F-59000 Lille, France
[2] EMDouai, IA, F-59508 Douai, France
[3] Univ Caen, CNRS, GREYC, UMR 6072,UMI UMMISCO 209,IRD,UPMC,IFI MSI, F-14032 Caen, France
来源
ICTAI: 2009 21ST INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE | 2009年
关键词
D O I
10.1109/ICTAI.2009.104
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Exploration of an unknown environment is one of the major applications of Multi-Robot Systems. Many works have proposed multi-robot coordination algorithms to accomplish exploration missions based on multi-agent techniques. Some of these works focus on multi-robot exploration under communication constraints. In this pope,: we propose an original way to formalize and solve this issue. Our proposal relies on distributed constraint satisfaction problems (disCSP) which are an extension of classical constraint satisfaction problems (CSP). Compared to other works, our proposal is fully distributed and guaranties the exploration of an unknown environment with maintenance of connectivity between all the members of a robots' team.
引用
收藏
页码:159 / +
页数:3
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