Multiagent planning through plan repair

Authors:
Roman van der Krogt;Nico Roos;Mathijs de Weerdt;Cees Witteveen
Affiliations:
Delft University of Technology;University of Maastricht;Delft University of Technology;Delft University of Technology
Venue:
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Year:
2005

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Abstract

We present a novel approach to multiagent planning for self-interested agents. The main idea behind our approach is that multiagent planning systems should be built upon (single-agent) plan repair systems. In our system agents can exchange goals and subgoals through an auction, using their own (planning) heuristics and utility functions to determine when to auction and what to bid. Some experimental results for a logistics domain show that this system can be used to support the coordination of self-interested agents.