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

页码：249 / 252

页数：4

共 50 条

[11] Abductive Inference in Bayesian Belief Networks Using Swarm Intelligence
Pillai, Karthik Ganesan
Sheppard, John W.
6TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS, AND THE 13TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS, 2012, : 375 - 380
[12] Modeling bidding decision in engineering field with incomplete information: A static game-based approach
Huang, Zhi-xing
ADVANCES IN MECHANICAL ENGINEERING, 2016, 8 (01)
[13] Consistent model selection of discrete Bayesian networks from incomplete data
Balov, Nikolay
ELECTRONIC JOURNAL OF STATISTICS, 2013, 7 : 1047 - 1077
[14] Framework using Bayesian Belief Networks for Utility Effective Management and Operations
Siryani, Joseph
Mazzuchi, Thomas
Sarkani, Shahram
2015 IEEE FIRST INTERNATIONAL CONFERENCE ON BIG DATA COMPUTING SERVICE AND APPLICATIONS (BIGDATASERVICE 2015), 2015, : 72 - 78
[15] Predicting rock burst hazard with incomplete data using Bayesian networks
Li, Ning
Feng, Xianda
Jimenez, R.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2017, 61 : 61 - 70
[16] On Model Selection, Bayesian Networks, and the Fisher Information Integral
Yuan Zou
Teemu Roos
New Generation Computing, 2017, 35 : 5 - 27
[17] Spectrum Trading for Device-to-Device Communication In Cellular Networks using Incomplete Information Bandwidth-Auction Game
Farshbafan, Mohammad Karimzadeh
Bahonar, Mohammad Hossein
Khaiehraveni, Farshid
2019 27TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE 2019), 2019, : 1441 - 1447
[18] On Model Selection, Bayesian Networks, and the Fisher Information Integral
Zou, Yuan
Roos, Teemu
NEW GENERATION COMPUTING, 2017, 35 (01) : 5 - 27
[19] Learning Bayesian networks from incomplete databases using a novel evolutionary algorithm
Wong, Man Leung
Guo, Yuan Yuan
DECISION SUPPORT SYSTEMS, 2008, 45 (02) : 368 - 383
[20] Game theory-based energy balance routing with incomplete information in wireless sensor networks
Department of Automation, Tsinghua University, Beijing 100084, China
Zidonghua Xuebao/Acta Automatica Sinica, 2008, 34 (03): : 317 - 322

← 1 2 3 4 5 →