• DocumentCode
    531346
  • Title

    Concept Learning Games: The Game of Query and Response

  • Author

    Mirbakhsh, Nima ; Didandeh, Arman ; Afsharchi, Mohsen

  • Author_Institution
    Fac. of Comput. Sci., Inst. for Adv. Studies in Basic Sci. (IASBS), Zanjan, Iran
  • Volume
    2
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 3 2010
  • Firstpage
    234
  • Lastpage
    238
  • Abstract
    This article deals with the issue of concept learning and tries to have a game theoretic view over the process of cooperative concept learning among agents in a multi-agent system, in which an extreme sense of competition has arisen. This gives birth to a new realm labeled as ”Learning Games”. We study the cooperative view and give a novel idea to use in competitive environments based on the solution concepts of game theory and an innovative idea of concept scores over an ontology, which is used as our knowledge representation tool for agents. A case study comes at the end and covers the FAQs of this method over a scientific world topic of AIDS remedy project.
  • Keywords
    game theory; learning (artificial intelligence); multi-agent systems; ontologies (artificial intelligence); AIDS remedy project; competitive environment; concept learning game; cooperative concept learning; game theoretic view; game theory; knowledge representation tool; multiagent system; ontology; Concept Learning; Game Theory; Multi-Agent System (MAS); Ontology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence and Intelligent Agent Technology (WI-IAT), 2010 IEEE/WIC/ACM International Conference on
  • Conference_Location
    Toronto, ON
  • Print_ISBN
    978-1-4244-8482-9
  • Electronic_ISBN
    978-0-7695-4191-4
  • Type

    conf

  • DOI
    10.1109/WI-IAT.2010.161
  • Filename
    5616155