Determining Cooperation in Multiagent Systems with Cultural Traits

Stefan Heinrich, Markus Eberling, Stefan Wermter

Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

Abstract

Achieving cooperation among autonomous and rational agents is still a major challenge. In the past, altruistic cooperation was generally explained through genetic kinship relations. However, the theory of ‘cultural kin’is an approach that tries to explain altruism through cultural relatedness. To promote cooperation among autonomous and rational agents, this work transfers the idea of cultural characteristics, which benefits social behaviour, to multiagent systems (MAS). Accordingly, agents are characterised by cultural traits, which they can imitate from their neighbours and are supposed to solve tasks, for which they need the cooperation of other agents in most cases. The interaction of cooperation and cultural trait propagation will be investigated in a theoretical analysis and in an empirical simulation in a particular developed framework. As a novelty, schemata will be analysed that are beyond the well-studied one-to-one interaction.
Original languageEnglish
Title of host publicationProceedings of the 3rd International Conference on Agents and Artificial Intelligence (ICAART2011)
EditorsJoaquim Filipe, Ana Fred
Number of pages8
Volume2
PublisherSCITEPRESS Digital Library
Publication date1 Jan 2011
Pages173-180
DOIs
Publication statusPublished - 1 Jan 2011
Externally publishedYes

Keywords

  • Adaptation
  • Altruism
  • Cooperation
  • Cultural traits
  • Multiagent Systems

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