Using Bayesian networks to model the belief in the opponent in static game with incomplete information

被引：0
作者：
Wang, XF [1 ]
Liu, WY [1 ]
Li, J [1 ]
Zhao, Y [1 ]
机构：
[1] Yunnan Univ, Dept Comp Sci, Kunming, Peoples R China
来源：
PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2004年
关键词：
game theory; equilibria; strategy; Bayesian Networks; belief;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Noncooperative game theory provides a normative framework for analyzing strategic interactions of agents. In some noncooperative games agent may be lack of information about its opponents. So it must make decision on uncertain opponents. In this paper, Bayesian Network is used to model the agent uncertainty Of its opponents. The uncertainty can be updated when some events happen through Bayesian Network.
引用
收藏
页码：249 / 252
页数：4
相关论文
共 50 条
[31]   Probabilistic Semantics for the Carneades Argument Model Using Bayesian Networks [J].
Grabmair, Matthias ;
Gordon, Thomas F. ;
Walton, Douglas .
COMPUTATIONAL MODELS OF ARGUMENT: PROCEEDINGS OF COMMA 2010, 2010, 216 :255-266
[32]   Using Bayesian Networks to Model Hierarchical Relationships in Epidemiological Studies [J].
Nguefack-Tsague, Georges .
EPIDEMIOLOGY AND HEALTH, 2011, 33
[33]   Using ranked nodes to model qualitative judgments in Bayesian Networks [J].
Fenton, Norman E. ;
Neil, Martin ;
Caballero, Jose Galan .
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2007, 19 (10) :1420-1432
[34]   Using bayesian networks to model and analyze software product line feature model [J].
Rahman, Musfiqur ;
Ripon, Shamim .
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2014, 8875 :220-231
[35]   INTEGRATION, INFERENCE, AND MANAGEMENT OF SPATIAL INFORMATION USING BAYESIAN NETWORKS - PERCEPTUAL ORGANIZATION [J].
SARKAR, S ;
BOYER, KL .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1993, 15 (03) :256-274
[36]   Game Theoretic Spoofing Detection for Space Information Networks Using Physical Attributes [J].
Abdrabou, Mohammed ;
Gulliver, T. Aaron .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 72 (07) :3947-3956
[37]   A Game Theory-Based Model for the Dissemination of Privacy Information in Online Social Networks [J].
He, Jingsha ;
Li, Yue ;
Zhu, Nafei .
FUTURE INTERNET, 2023, 15 (03)
[38]   Game theoretical model for information transmission in structure-free wireless sensor networks [J].
Chaiel, Hussain K. ;
Alabdel Abass, Ahmed A. .
IET COMMUNICATIONS, 2020, 14 (17) :3080-3086
[39]   A Bayesian game-enhanced auction model for federated cloud services using blockchain [J].
Shi, Zeshun ;
Zhou, Huan ;
de Laat, Cees ;
Zhao, Zhiming .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2022, 136 :49-66
[40]   A Bayesian game-enhanced auction model for federated cloud services using blockchain [J].
Shi, Zeshun ;
Zhou, Huan ;
de Laat, Cees ;
Zhao, Zhiming .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2022, 136 :49-66
12345