• DocumentCode
    2018413
  • Title

    An Efficient Method for Logging Strategy Using Case Based Reasoning in Soccer Simulation

  • Author

    Hajipour, Ali ; Heydarzadeh, Yasaman ; Haghighat, Abolfazl Toroghy ; Bastanfard, Azam

  • Author_Institution
    Dept. of Comput. & IT, Qazvin Azad Univ., Qazvin
  • fYear
    2009
  • fDate
    25-29 May 2009
  • Firstpage
    67
  • Lastpage
    72
  • Abstract
    In the real world, teams use a set of primitive strategies to achieve goal that in fact consists of consecutions of the passes and the movementspsila manner of the players for achieving goal. By using case based reasoning, it is possible, along with using primitive strategies, to register a successful succession to achieve goal, or a shot on goal, in the case base; and in the similar cases these strategies can be used. This paper proposes a new approach for registering learned strategies during games and retrieving them and also a general model for using case based reasoning which uses linked list to save key points. Efficiency of our approach has been verified by comparing two teams of which one uses the mentioned method for attacking and defending and the other lacks such capability or uses simple form of case based reasoning.
  • Keywords
    case-based reasoning; learning (artificial intelligence); mobile robots; multi-agent systems; multi-robot systems; sport; autonomous agent; case-based reasoning; learning-by-experiment; logging strategy; primitive strategy; robotic soccer; soccer game simulation; Artificial intelligence; Asia; Computational modeling; Computer simulation; Educational robots; Mission critical systems; Predictive models; Problem-solving; Real time systems; Robot control; Autonomous agents; Case based reasoning; Soccer simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Modelling & Simulation, 2009. AMS '09. Third Asia International Conference on
  • Conference_Location
    Bali
  • Print_ISBN
    978-1-4244-4154-9
  • Electronic_ISBN
    978-0-7695-3648-4
  • Type

    conf

  • DOI
    10.1109/AMS.2009.19
  • Filename
    5071960