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An Observation Framework for Multi-Agent Systems

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Kesäniemi, J.; Katasonov, A.; Terziyan, V., "An Observation Framework for Multi-agent Systems," Autonomic and Autonomous Systems, 2009. ICAS '09. Fifth International Conference on , vol., no., pp.336-341, 20-25 April 2009. doi: 10.1109/ICAS.2009.55
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Autonomic and Autonomous Systems, 2009. ICAS '09. Fifth International Conference
Authors
Kesäniemi, Joonas |
Katasonov, Artem |
Terziyan, Vagan
Date
2009
Copyright
© 2009 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works.

 
Existing middleware platforms for multi-agent systems (MAS) do not provide general support for observation. On the other hand, observation is considered to be an important mechanism needed for realizing effective and efficient coordination of agents. This paper describes a framework called Agent Observable Environment (AOE) for observation-based interaction in MAS. The framework provides 1) possibility to model MAS components with RDFbased observable soft-bodies, 2) support for both query and publish/subscribe style ontology-driven observation, and 3) ability to restrict the visibility of observable information using observation rules. Additionally, we report on an implementation of the framework for the JADE middleware platform, where AOE is realized as a custom kernel service.
Publisher
IEEE
Keywords
multi-agent systems ontologies artificial intelligence JADE MAS observation soft-body agent observable environment custom kernel service ontology-driven observation
DOI
10.1109/ICAS.2009.55
URI

http://urn.fi/URN:NBN:fi:jyu-2011041210628

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