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有限理性模型在游戏智能决策中的研究与应用

周强 高春鸣 孟志刚

计算机应用研究2011,Vol.28Issue(12):4581-4584,4.
计算机应用研究2011,Vol.28Issue(12):4581-4584,4.DOI:10.3969/j.issn.1001-3695.2011.12.048

有限理性模型在游戏智能决策中的研究与应用

Research and application of bounded rationality model used in game intelligent decision-making

周强 1高春鸣 2孟志刚1

作者信息

  • 1. 湖南大学信息科学与工程学院,长沙410082
  • 2. 湖南大学数字媒体研究所,长沙410082
  • 折叠

摘要

Abstract

This article presented a novel game intelligent decision-making method to make game NPC( non-player character) learn and simulate strategies and behavioral pattern which the players used in the video game. This method improved the mod-el-based method, and introduced the bounded rationality model of the behavioural decision theory as the basic decision-making model. So that it would drawback the problems confronted with the past methods in the perception and decision-making process from two aspects-bounded rationality and satisfactory criterion, which was the core of the bounded rationality model. Finally, the advantages of this method were verified by the experiments on the platform of Starcraft.

关键词

游戏智能决策方法/有限理性模型/有限理性/满意准财

Key words

game intelligence decision-making method/ bounded rationality model/ bounded rationality/ satisfactory criterion/

分类

信息技术与安全科学

引用本文复制引用

周强,高春鸣,孟志刚..有限理性模型在游戏智能决策中的研究与应用[J].计算机应用研究,2011,28(12):4581-4584,4.

基金项目

国家"863"计划资助项目(2007AA010404) (2007AA010404)

国家科技支撑计划资助项目(2007BAH14B0、2007BAH14B03) (2007BAH14B0、2007BAH14B03)

湖南省自然科学基金资助项目(08JJ6041) (08JJ6041)

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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