The bounded rationality model-based game intelligent decision-making method

  • Authors:

  • Qiang Zhou;Chunming Gao;Zhigang Meng

  • Affiliations:

  • Hunan University, Changsha, China;Hunan University, Changsha, China;Central South University, Changsha, China

  • Venue:
  • AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part I
  • Year:
  • 2011

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Abstract

Based on humanity, efficiency and maintainability of the intelligent design requirement, this article presents a novel game intelligent decisionmaking method through comparing with the other intelligent decision-making methods. The NPCs perception and decision-making process were respectively illustrated from two aspects-bounded rationality and satisfactory criterion, which are the core characteristics of the bounded rationality model. And the introduced criterions overcome the drawback concerning the 'perceived blind spot' by the perception sensitivity and enhance the intelligence by the utility function. Finally, it verifies the advantages of this method by the intelligent football battle platform.