| 引用本文: | 胡记文,尹全军,冯磊,等.基于前景理论的CGF Agent决策建模研究.[J].国防科技大学学报,2010,32(4):131-136.[点击复制] |
| HU Jiwen,YIN Quanjun,FENG Lei,et al.Research of CGF Agent Decision-making Modeling Based on Prospect Theory[J].Journal of National University of Defense Technology,2010,32(4):131-136[点击复制] |
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| 基于前景理论的CGF Agent决策建模研究 |
| 胡记文, 尹全军, 冯磊, 邓海军, 查亚兵 |
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(国防科技大学 机电工程与自动化学院，湖南 长沙 410073)
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| 摘要: |
| 前景理论(Prospect Theory, PT)描述了个体在不确定条件下的决策规律，较好地刻画了决策者的风险偏好。分析表明，PT在作战决策建模中具有一定的适用性和可行性。提出了一种基于PT的计算机生成兵力 (Computer Generated Forces，CGF) Agent决策建模方法，给出了CGF Agent的建模框架，对CGF Agent决策过程中方案选择的具体步骤和算法进行了详细阐述。实验表明，所提出的方法在一定程度上提高了CGF Agent决策行为的真实性，证明了所提出方法的有效性。 |
| 关键词: 作战决策 前景理论 计算机生成兵力 不确定决策 |
| DOI： |
| 投稿日期：2009-12-27 |
| 基金项目:国家自然科学基金资助项目(60904055)；国家部委基金资助项目(513040104) |
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| Research of CGF Agent Decision-making Modeling Based on Prospect Theory |
| HU Jiwen, YIN Quanjun, FENG Lei, DENG Haijun, ZHA Yabin |
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(College of Mechatronics Engineering and Automation, National Univ. of Defense Technology, Changsha 410073, China)
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| Abstract: |
| Prospect Theory (PT) describes the rules of individual's decision-making under uncertainty, which can well characterize decision-makers' risk preference. PT has certain valuable feasibility and applicability in operational decision-making modeling. Based on PT, a method of CGF Agent decision-making modeling was proposed. The Computer Generated Forces (CGF) Agent framework was presented. The detailed description of concrete process and algorithm for course of action (COA) selection in Agent decision-making was also given. The experiment shows that the proposed method has good performance and can improve the authenticity of CGF Agent's decision-making behavior. |
| Keywords: operational decision-making prospect theory computer generated forces uncertain decision waking |
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