• DocumentCode
    2253650
  • Title

    Cultural Evolution to Promote Cooperation in Social Dilemmas

  • Author

    Riordan, Colm O. ; Griffith, Josephine ; Curran, Dara

  • Author_Institution
    Dept. of Inf. Technol., National Univ. of Ireland, Galway
  • fYear
    2005
  • fDate
    5-8 Dec. 2005
  • Firstpage
    289
  • Lastpage
    293
  • Abstract
    Social dilemmas are characterised by a choice between actions which are individually rational but collectively sub-optimal and actions which are better for the collective but leave individuals open to exploitation. Evolutionary game theory has been adopted to model the evolution of successive generations of agents playing a social dilemma game. In evolutionary simulations of N-player social dilemmas, cooperation rarely emerges. This paper investigates cultural evolution (via norms that are recorded as artifacts) as a means to increase the fitness of the society by allowing individual strategies to base their actions, not just on their genetic material, but to also take into consideration (by learning) evidence recorded as artifacts. We show that allowing cultural evolution for a set of strategies in a small population can result in a stable and cooperative society
  • Keywords
    evolutionary computation; game theory; multi-agent systems; social sciences; cooperative society; cultural evolution; evolutionary game theory; evolutionary simulations; social dilemmas; Costs; Cultural differences; Game theory; Genetics; Information technology; Multiagent systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial intelligence, 2005. epia 2005. portuguese conference on
  • Conference_Location
    Covilha
  • Print_ISBN
    0-7803-9366-X
  • Electronic_ISBN
    0-7803-9366-X
  • Type

    conf

  • DOI
    10.1109/EPIA.2005.341232
  • Filename
    4145973