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Coordinating learning agents via utility assignment

Lynden, Steven J. and Rana, Omer Farooq 2002. Coordinating learning agents via utility assignment. Lecture Notes in Computer Science 2412 , pp. 219-224. 10.1007/3-540-45675-9_36

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In this paper, a coordination technique is described for fully cooperative learning based multiagent systems, based on the Collective Intelligence work by Wolpert et al. Our work focuses on a practical implementation of these approaches within a FIPA compliant agent system, using the FIPA-OS agent development toolkit. The functionality of this system is illustrated with a simple buyer/seller agent application, where it is shown that the buyer agents are capable of self-organising behaviour in order to maximise their contribution to the global utility of the system.

Item Type: Article
Status: Published
Schools: Computer Science & Informatics
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Additional Information: Intelligent Data Engineering and Automated Learning — IDEAL 2002 Third International Conference Manchester, UK, August 12–14, 2002 Proceedings
Publisher: Springer Verlag
ISSN: 0302-9743
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Last Modified: 10 Oct 2017 13:29

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