Title :
Interaction Selection Ambiguities in Multi-agent Systems
Author :
Kubera, Yoann ; Mathieu, Philippe ; Picault, Sébastien
Author_Institution :
Lab. d´´Inf. Fondamentale de Lille, Univ. des Sci. et Technol. de Lille, Villeneuve d´´Ascq
Abstract :
To ensure multi-agent based simulation models reproducibility, particular attention must be payed on its possible implementation ambiguities. This concerns every aspect of simulation´s architecture, including how the agent selects the actions it performs, and on which agents it is performed. On this point, classical agent-centered design methodologies leave room to implicit design choices. We show in this paper how an interaction-centered design methodology provides guidelines to elicit these choices, and to remove possible implementation ambiguities underlying agent design. To illustrate this issue, we study which ambiguities underly even simple models and how our interaction-based methodology makes them appear.
Keywords :
multi-agent systems; agent-centered design methodology; interaction selection ambiguities; multi-agent system model; Design methodology; Guidelines; Intelligent agent; Knowledge management; Multiagent systems; Process design; Reproducibility of results; Action Selection; Design Issues; Interactions; Multi-Agent Based Simulation;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology, 2008. WI-IAT '08. IEEE/WIC/ACM International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-0-7695-3496-1
DOI :
10.1109/WIIAT.2008.260