Meta-game HOLOS as a Multi-agent Decision-Making Laboratory

  • Rolisław J. Kolbusz
  • Romuald Kotowski
  • Krzysztof Kasianiuk
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5796)


A generalized version of the meta-game HOLOS for strategic decision-making processes is presented and discussed. HOLOS is a practical implementation of the proposed by R.J. Kolbusz [1] New Games’ Paradigm (NGP) – an attempt that stems from the fuzzy logic-approach to decision-making processes and makes the latter relatively simple and accessible to players. The proposed complex game system encompasses and exceeds the classic n-players game theory formula. HOLOS can be played simultaneously on multiple online arenas. It presupposes that the players’ cognitive structures are interdependent with the game structure: players can build the basic rules and agree or disagree on the importance of issues that may occur during the match. They also make the assessment and the review of the game together. The utilities of players and the definition of whether they are in the situation of conflict or cooperation may be multi-dimensional, multi-variable-dependent, and set either before or concluded after the game. An exemplary match will be shown in details.


meta-game multi-agent decision-making process heterothelic game 


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  1. 1.
    Kolbusz, R.J.: Gry przyszłości i gry o przyszłość. In: Dombrowska, E. Niedźwiedzka A. (eds.): Twórczość – wyzwanie XXI wieku, pp. 97–109. Impuls, Kraków (2003) (in Polish)Google Scholar
  2. 2.
    Wiener, N.: The Human Use of Human Beings: Cybernetics and Society. Houghton Mifflin, Boston (1950); Wooldridge, M.: An Introduction to Multiagent Systems. John Wiley & Sons Ltd., New York (2002); Sun, R.: Cognition and Multi-Agent Interaction. From Cognitive Modeling to Social Simulation. Rensselaer Polytechnic Institute, New York (2006)Google Scholar
  3. 3.
    Axelrod, R.: The Evolution of Cooperation. Basic Books, New York (1984); Rapoport, A.: Fights, Games and Debates. The University of Michigan Press, Ann Arbor (1992)Google Scholar
  4. 4.
    Ashby, W.R.: An Introduction to Cybernetics. Chapman & Hall, London (1956)Google Scholar
  5. 5.
    von Neumann, J., Morgenstern, O.: The Theory of Games and Economic Behavior. Princeton University Press, Princeton (1944)Google Scholar
  6. 6.
    Mazur, M.: Cybernetyczna teoria układów samodzielnych. Warszawa (1966) (in Polish)Google Scholar
  7. 7.
    Watson, J.: Strategy. An Introduction to Game Theory. University of California, San Diego (2002)Google Scholar
  8. 8.
    Keil, D., Goldin, D.Q.: Indirect interaction in environments for multi-agent systems. In: Weyns, D., Van Dyke Parunak, H., Michel, F. (eds.) E4MAS 2005. LNCS (LNAI), vol. 3830, pp. 68–87. Springer, Heidelberg (2006)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  • Rolisław J. Kolbusz
    • 1
  • Romuald Kotowski
    • 2
  • Krzysztof Kasianiuk
    • 3
  1. 1.Krakowskie Przedmieście 43/3WarsawPoland
  2. 2.Polish-Japanese Institute of Information TechnologyWarsawPoland
  3. 3.Collegium CivitasWarsawPoland

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