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http://hdl.handle.net/10071/5568
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Title: Distributed Coordination of Heterogeneous Agents Using a Semantic Overlay Network and a Goal-Directed Graphplan Planner
Authors: Lopes, A. L.
Botelho, L.
Keywords: Distributed Coordination
Automated Planning
Multi-agent Systems
Issue Date: 2013
Publisher: Public Library of Science
Abstract: In this paper, we describe a distributed coordination system that allows agents to seamlessly cooperate in problem solving by partially contributing to a problem solution and delegating the subproblems for which they do not have the required skills or knowledge to appropriate agents. The coordination mechanism relies on a dynamically built semantic overlay network that allows the agents to efficiently locate, even in very large unstructured networks, the necessary skills for a specific problem. Each agent performs partial contributions to the problem solution using a new distributed goal-directed version of the Graphplan algorithm. This new goal-directed version of the original Graphplan algorithm provides an efficient solution to the problem of "distraction", which most forward-chaining algorithms suffer from. We also discuss a set of heuristics to be used in the backward-search process of the planning algorithm in order to distribute this process amongst idle agents in an attempt to find a solution in less time. The evaluation results show that our approach is effective in building a scalable and efficient agent society capable of solving complex distributable problems.
Description: WOS:000319330200014
Peer reviewed: yes
URI: http://hdl.handle.net/10071/5568
https://ciencia.iscte-iul.pt/id/ci-pub-10476
DOI: 10.1371/journal.pone.0062931
ISSN: 1932-6203
Publisher version: The definitive version is available at PLoS: http://dx.doi.org/10.1371/journal.pone.0062931
Appears in Collections:CTI-RI - Artigos em revistas científicas internacionais com arbitragem científica

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