Reference : Computing coalitions in Multiagent Systems: A contextual reasoning approach
Scientific journals : Article
Engineering, computing & technology : Computer science
Computational Sciences
http://hdl.handle.net/10993/25145
Computing coalitions in Multiagent Systems: A contextual reasoning approach
English
bikakis, Antonis mailto [University College London - UCL]
Caire, Patrice mailto [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > >]
2015
Lecture Notes in Computer Science
Springer
8953
Yes
International
89532015
Berlin
Germany
[en] Multi-context sytems ; Coalition formation
[en] In multiagent systems, agents often have to rely on other agents to reach their goals, for example when they lack a needed resource or do not have the capability to perform a required action. Agents there- fore need to cooperate. Some of the questions then raised, such as, which agent to cooperate with, are addressed in the field of coalition formation. In this paper we go further and first, address the question of how to com- pute the solution space for the formation of coalitions using a contextual reasoning approach. We model agents as contexts in Multi-Context Sys- tems (MCS) and dependence relations among agents as bridge rules. We then systematically compute all potential coalitions using algorithms for MCS equilibria. Finally, given a set of functional and non-functional requirements, we propose ways to select the best solutions. We illustrate our approach with an example from robotics.
http://hdl.handle.net/10993/25145
10.1007/978-3-319-17130-2

File(s) associated to this reference

Fulltext file(s):

FileCommentaryVersionSizeAccess
Open access
eumas2014.pdfAuthor preprint572.4 kBView/Open

Bookmark and Share SFX Query

All documents in ORBilu are protected by a user license.