2005 Portuguese Conference on Artificial Intelligence, Proceedings

Research output: Chapter in Book or Conference Publication/ProceedingConference Publicationpeer-review

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.
Original languageEnglish (Ireland)
Title of host publicationCultural evolution to promote cooperation in social dilemmas
Number of pages5
Publication statusPublished - 1 May 2005

Authors (Note for portal: view the doc link for the full list of authors)

  • Authors
  • O'Riordan, C,Griffith, J,Curran, D,Bento, C,Cardoso, A,Dias, G

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