Using ODML to Model Multi-Agent Organizations

Authors:
Bryan Horling;Victor Lesser
Affiliations:
University of Massachusetts Amherst, MA;University of Massachusetts Amherst, MA
Venue:
IAT '05 Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology
Year:
2005

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Abstract

In this paper, we introduce a domain-independent organizational design representation able to model and predict the quantitative performance characteristics of agent organizations. This representation, capable of capturing a wide range of multi-agent behaviors, can support the selection of an appropriate design given a particular operational context. We demonstrate the capabilities and efficacy of this language by comparing a range of predicted metrics to empirical results from a real-world system.