模式识别与人工智能
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模式识别与人工智能  2007, Vol. 20 Issue (1): 21-27    DOI:
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基于神经元网络的博弈行为研究*
吕柏权,曹媛
上海大学 自动化系 上海市电站自动化技术重点实验室 200072
Study of the Behavior of Game System Based on Neural Networks
Lü BaiQuan, CAO Yuan
Shanghai Key Laboratory of Power Station Automation Technology, Department of Automation, Shanghai University, 200072

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摘要 提出以2个Player组成的一个博弈系统.每个Player代表1个智能体,每个Player的输入是另一个Player的输出,每个Player的行为由神经元网络来描述,按照各自目标函数来调整其权值及给出策略.另外,针对2个Player的博弈,基于心理学理论,首次给出15种博弈行为.用神经元网络来模拟每个Player思维判断,使各种博弈行为更接近于人的行为.通过例子仿真,结果表明提出方法是可行有效的.
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吕柏权
曹媛
关键词 神经元网络博弈系统专家决策心理学决策行为    
Abstract:In this paper, a Game system with two players is given. Each Player is an agent, and the input of one player is the output of another. The behavior of each player is described by the neural networks so as to make it like that of the humans as much as possible. It is adjusted with the change of neural network weights according to its cost function. Furthermore, 15 kinds of expert decision based on the psychology decision behavior of human being are used in the game system as a decision mechanism for the first time. Some simulations are carried out by using examples from reference [10]. The results indicate the validity of the proposed method which is based on neural networks and the psychology decision behavior of human being.
Key wordsNeural Network    Game System    Expert Decision    Psychology Decision Behavior   
收稿日期: 2006-01-09     
ZTFLH: TP181  
基金资助:国家回国留学基金项目、上海市重点学科建设项目(No.T0103)资助
作者简介: 吕柏权,男,1963年生,博士后,主要研究方向为神经元网络、小波分析、智能计算与智能控制等.Email:bqlu@mail.shu.edu.cn.曹媛,女,1963年生,硕士,主要研究方向为计算经济理论与分析.
引用本文:   
吕柏权,曹媛. 基于神经元网络的博弈行为研究*[J]. 模式识别与人工智能, 2007, 20(1): 21-27. Lü BaiQuan, CAO Yuan. Study of the Behavior of Game System Based on Neural Networks. , 2007, 20(1): 21-27.
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