An improved approach for adversarial decision making under uncertainty based on simultaneous game

Zeyu Ma, Shiyu Wang, Xinyang Deng, Wen Jiang

科研成果: 书/报告/会议事项章节会议稿件同行评审

4 引用 (Scopus)

摘要

Game theory is used widely when to make decisions in an adversarial environment. There are usually two adversarial players in a game and both of players try to maximize their payoffs. However the classical game assumes the players are rational and do not consider other uncertainty factors such as personal preference. This paper proposes a method to take uncertainty into account when using game theory to make decisions. And Dempster-Shafer evidence theory is used to deal with the uncertainty, then the payoff matrix of game can be modified properly and the new payoff matrix reflects the impact of uncertain factors. Finally the equilibrium solution is computed which is the optimal decision under uncertainty.

源语言英语
主期刊名Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018
出版商Institute of Electrical and Electronics Engineers Inc.
2499-2503
页数5
ISBN(电子版)9781538612439
DOI
出版状态已出版 - 6 7月 2018
活动30th Chinese Control and Decision Conference, CCDC 2018 - Shenyang, 中国
期限: 9 6月 201811 6月 2018

出版系列

姓名Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018

会议

会议30th Chinese Control and Decision Conference, CCDC 2018
国家/地区中国
Shenyang
时期9/06/1811/06/18

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