• DocumentCode
    428742
  • Title

    Distributed coding in multiagent systems

  • Author

    Miletic, F. ; Dewilde, Patrick

  • Author_Institution
    Fac. of Electr. Eng., Mathematics & Informatics, Delft Univ. of Technol., Netherlands
  • Volume
    6
  • fYear
    2004
  • fDate
    10-13 Oct. 2004
  • Firstpage
    5929
  • Abstract
    This article describes using distributed coding of logical information in multiagent systems. First we identify failures of the agent platform in case of an unreliable underlying network. Next a simple, but inefficient way of distributing the agent state is given. Finally, we expose the way of solving failure problems by use of state snapshots and distributed coding. We develop a model of the network, based on the notion of erasure graph channel. We treat the properties of the erasure code encoding data efficiently with respect to a prescribed level of distortion. This work introduces information-theoretic ideas to multiagent middleware. It should enable applications of multiagent systems in environments where it is hard to establish a reliable communication infrastructure.
  • Keywords
    distortion; distributed processing; middleware; multi-agent systems; distributed coding; graph channel; logical information; multiagent middleware; multiagent systems; reliable communication infrastructure; Communication system control; Control systems; High level languages; Informatics; Mathematics; Middleware; Multiagent systems; Unified modeling language; Wireless LAN; Yarn;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2004 IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-8566-7
  • Type

    conf

  • DOI
    10.1109/ICSMC.2004.1401143
  • Filename
    1401143