• DocumentCode
    2845669
  • Title

    Stigmergy in multiagent reinforcement learning

  • Author

    Aras, Raghav ; Dutech, Alain ; Charpillet, François

  • Author_Institution
    Loria, Inst. Nat. de Recherche en Inf. et Autom., Nancy, France
  • fYear
    2004
  • fDate
    5-8 Dec. 2004
  • Firstpage
    468
  • Lastpage
    469
  • Abstract
    In this paper, we describe how certain aspects of the biological phenomena of stigmergy can be imported into multiagent reinforcement learning (MARL), with the purpose of better enabling coordination of agent actions and speeding up learning. In particular, we detail how these stigmergic aspects can be used to define an inter-agent communication framework.
  • Keywords
    artificial life; learning (artificial intelligence); multi-agent systems; biological stigmergy phenomena; inter-agent communication; multiagent reinforcement learning; Animals; Hybrid intelligent systems; Labeling; Learning; State-space methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hybrid Intelligent Systems, 2004. HIS '04. Fourth International Conference on
  • Print_ISBN
    0-7695-2291-2
  • Type

    conf

  • DOI
    10.1109/ICHIS.2004.87
  • Filename
    1410049
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2845669