A Study of Prisoner’s Dilemma Game Model with Incomplete Information

Joint Authors

Deng, Xiuqin
Deng, Jiadi

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

Civil Engineering

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