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German Conference on Multiagent System Technologies

MATES 2009: Multiagent System Technologies pp 16–28Cite as

Verification of Epistemic Properties in Probabilistic Multi-Agent Systems

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5774))

Abstract

Over the past decade Multi-Agent Systems (MAS) have emerged as a successful approach to develop distributed applications. In recent years proposals have been made to extend MAS models with probabilistic behavior. Languages to reason about such systems were presented in order to deal with uncertainty that can be encountered in practical application domains. While in recent works model checking techniques have been successfully applied for verifying knowledge in classical MAS, no methods for verifying knowledge in probabilistic MAS yet exist. This paper proposes such a model checking approach for probabilistic MAS. The approach comprises a compositional modeling process, a modal logic with operators for the specification of epistemic and temporal properties, the corresponding model checking procedure, and an outline of how these techniques can be implemented into existing model checking tools. The advantages of the chosen design include the possibility to analyze the MAS both from the global perspective as well as from the perspective of the agents, and the polynomial complexity of the model checking algorithm.

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Author information

Authors and Affiliations

  1. Fakultät für Informatik, Technische Universität Dortmund, Germany

    Carla Delgado

  2. Mathematics Institut, Universidade Federal do Rio de Janeiro, Brazil

    Mario Benevides

Authors
  1. Carla Delgado
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  2. Mario Benevides
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Editor information

Editors and Affiliations

  1. Distributed Systems and Information Systems, Computer Science Department, University of Hamburg, Hamburg, Germany

    Lars Braubach

  2. University of Liverpool, United Kingdom

    Wiebe van der Hoek

  3. Austrian Research Institute for Artificial Intelligence (OFAI), Freyung 6/6, A-1010, Vienna, Austria

    Paolo Petta

  4. Distributed Systems and Information Systems, University of Hamburg, Hamburg, Germany

    Alexander Pokahr

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© 2009 Springer-Verlag Berlin Heidelberg

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Delgado, C., Benevides, M. (2009). Verification of Epistemic Properties in Probabilistic Multi-Agent Systems. In: Braubach, L., van der Hoek, W., Petta, P., Pokahr, A. (eds) Multiagent System Technologies. MATES 2009. Lecture Notes in Computer Science(), vol 5774. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04143-3_3

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  • DOI: https://doi.org/10.1007/978-3-642-04143-3_3

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-04142-6

  • Online ISBN: 978-3-642-04143-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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