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Authors: António Luís Lopes and Luís Miguel Botelho

Affiliation: Instituto das Telecomunicações, Portugal

ISBN: 978-989-674-022-1

ISSN: 2184-433X

Keyword(s): Multi-agent coordination, Planning algorithms, Graphplan, Peer-to-peer networks, Semantic overlay networks.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Cooperation and Coordination ; Distributed and Mobile Software Systems ; Distributed Problem Solving ; Enterprise Information Systems ; Formal Methods ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Multi-Agent Systems ; Planning and Scheduling ; Simulation and Modeling ; Software Engineering ; Symbolic Systems ; Task Planning and Execution

Abstract: Collaborative environments, where multiple heterogeneous agents (managing several resources) can cooperate in pursuing common and individual goals, are a step forward in creating real-world agent societies. However, current research in agent negotiation and in service coordination is still not enough for building such an agent-based society, capable of jointly solving complex planning problems and still achieve overall good performance. Most often, current work relies on either some centralised component or pre-defined social structure, which can compromise the system in terms of scalability, openness and robustness, and fails to address general problems. By using efficient network search algorithms and network evolution techniques it is possible to build and maintain a semantic overlay network from a totally unstructured distributed network, which in turn will simplify and optimize the distributed planning process amongst heterogeneous agents. We developed distributed versions of wel l-known planners that operate on top of the referred semantic overlay network and through a set of tests (using different scenarios) we were able to determine which is the best algorithm. (More)

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Paper citation in several formats:
Luís Lopes, A. and Miguel Botelho, L. (2010). COORDINATION IN OPEN AND UNSTRUCTURED INTELLIGENT AGENT SOCIETIES - Using Distributed Planners on Top of a Semantic Overlay Network.In Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-674-022-1, pages 347-350. DOI: 10.5220/0002761403470350

@conference{icaart10,
author={António {Luís Lopes} and Luís {Miguel Botelho}},
title={COORDINATION IN OPEN AND UNSTRUCTURED INTELLIGENT AGENT SOCIETIES - Using Distributed Planners on Top of a Semantic Overlay Network},
booktitle={Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2010},
pages={347-350},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002761403470350},
isbn={978-989-674-022-1},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - COORDINATION IN OPEN AND UNSTRUCTURED INTELLIGENT AGENT SOCIETIES - Using Distributed Planners on Top of a Semantic Overlay Network
SN - 978-989-674-022-1
AU - Luís Lopes, A.
AU - Miguel Botelho, L.
PY - 2010
SP - 347
EP - 350
DO - 10.5220/0002761403470350

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