• DocumentCode
    1879899
  • Title

    Emergent collective decisions in a swarm of robots

  • Author

    Trianni, Vito ; Dorigo, Marco

  • Author_Institution
    IRIDIA, Univ. Libre de Bruxelles, Brussels, Belgium
  • fYear
    2005
  • fDate
    8-10 June 2005
  • Firstpage
    241
  • Lastpage
    248
  • Abstract
    A swarm robotic system is normally characterised by many individuals, each having a partial/limited knowledge about the global pattern of which it constitutes an element. In such a system, decision-making processes may be problematic. However, inspiration can be drawn from insect societies, in which self-organisation plays a crucial role in most of the decisions taken by the colony. In this work, we show how, in a swarm robotic system, a decision can be the result of a collective process: it emerges from the numerous interactions among the individuals and between individuals and environment. We present a task in which a swarm of physically connected, simulated robots has to take a decision whether to pass over a trough or change direction of motion if the gap is too wide to be bridged. We show how such a decision can be collectively taken, based only on a self-organising process.
  • Keywords
    artificial intelligence; decision making; mobile robots; multi-robot systems; decision-making process; insect societies; self-organising process; simulated robots; swarm robotic system; Animals; Decision making; Displays; Insects; Intelligent agent; Mobile robots;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Swarm Intelligence Symposium, 2005. SIS 2005. Proceedings 2005 IEEE
  • Print_ISBN
    0-7803-8916-6
  • Type

    conf

  • DOI
    10.1109/SIS.2005.1501628
  • Filename
    1501628