• DocumentCode
    229395
  • Title

    Evolution of intrinsic motives in a multi-player common pool resource game

  • Author

    Merrick, K.

  • Author_Institution
    Sch. of Eng. an Inf. Technol., Univ. of New South Wales, Canberra, ACT, Australia
  • fYear
    2014
  • fDate
    9-12 Dec. 2014
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    This paper proposes a game theoretic framework to model the evolution of individuals with different motives. First, the altered perception of individuals with different motives is modeled assuming they are engaged in a common pool resource game. It is shown that agents with different motives perceive the payoff matrix of the game differently. An evolutionary process is then simulated using replicator dynamics and mutation rules to study the evolution of agents with different motives. Results demonstrate that the average objective payoff achieved by a population of agents is higher in the presence of agents with different motives, even though some of these agents may misperceive the original game. These results illustrate the evolutionary benefit of motivation and provide evidence in support of further study of subjective rationality as a result of motivation in game theoretic settings.
  • Keywords
    evolutionary computation; game theory; multi-agent systems; agent evolution; agent motive; agent population; average objective payoff; evolutionary game; evolutionary process; game theoretic framework; intrinsic motive evolution; multiplayer common pool resource game; multiplayer prisoner dilemma; mutation rules; payoff matrix; replicator dynamics; subjective rationality; Compounds; Equations; Games; Mathematical model; Psychology; Sociology; Statistics; Motivation; evolution; game theory; misperception;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence for Human-like Intelligence (CIHLI), 2014 IEEE Symposium on
  • Conference_Location
    Orlando, FL
  • Type

    conf

  • DOI
    10.1109/CIHLI.2014.7013385
  • Filename
    7013385