A Study of Prisoner’s Dilemma Game Model with Incomplete Information
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-04-21
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
Prisoners’ dilemma is a typical game theory issue.
In our study, it is regarded as an incomplete information game with unpublicized game strategies.
We solve our problem by establishing a machine learning model using Bayes formula.
The model established is referred to as the Bayes model.
Based on the Bayesian model, we can make the prediction of players’ choices to better complete the unknown information in the game.
And we suggest the hash table to make improvement in space and time complexity.
We build a game system with several types of game strategy for testing.
In double- or multiplayer games, the Bayes model is more superior to other strategy models; the total income using Bayes model is higher than that of other models.
Moreover, from the result of the games on the natural model with Bayes model, as well as the natural model with TFT model, it is found that Bayes model accrued more benefits than TFT model on average.
This demonstrates that the Bayes model introduced in this study is feasible and effective.
Therefore, it provides a novel method of solving incomplete information game problem.
American Psychological Association (APA)
Deng, Xiuqin& Deng, Jiadi. 2015. A Study of Prisoner’s Dilemma Game Model with Incomplete Information. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1073863
Modern Language Association (MLA)
Deng, Xiuqin& Deng, Jiadi. A Study of Prisoner’s Dilemma Game Model with Incomplete Information. Mathematical Problems in Engineering No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1073863
American Medical Association (AMA)
Deng, Xiuqin& Deng, Jiadi. A Study of Prisoner’s Dilemma Game Model with Incomplete Information. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1073863
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073863