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International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce (CIMCA'06)
Robust and Scalable Coordination of Potential-Field Driven Agents
Sydney Australia
November 28-December 01
ISBN: 0-7695-2731-0
Steven de Jong, Maastricht University, The Netherlands
Karl Tuyls, Maastricht University, The Netherlands
Ida Sprinkhuizen-Kuyper, Maastricht University, The Netherlands

In this paper, we introduce a nature-inspired multiagent system for the task domain of resource distribution in large storage facilities. The system is based on potential fields and swarm intelligence, in which straightforward path planning is integrated. We show both experimentally and theoretically that the system is adaptive, robust and scalable. Moreover, we show that the planning component helps to overcome common pitfalls for nature-inspired systems in the task assignment domain.

We end this paper with a discussion of an additional requirement for multi-agent systems interacting with humans: functionality. More precisely, we argue that such systems must behave in a fair way to be functional. We illustrate how fairness can be measured and illustrate that our system behaves in a moderately fair manner.

Citation:
Steven de Jong, Karl Tuyls, Ida Sprinkhuizen-Kuyper, "Robust and Scalable Coordination of Potential-Field Driven Agents," cimca, pp.230, International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce (CIMCA'06), 2006
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