Title :
Bayesian Communication under Rough Sets Information
Author :
Matsuhisa, Takashi
Author_Institution :
Dept. of Natural Sci., Ibaraki Nat. Coll. of Technol.
Abstract :
A Bayesian communication in the p-belief system is presented which leads to a Nash equilibrium of a strategic form game through messages as a Bayesian updating process. In the communication process each player is an expectations maximiser, and he/she predicts the other players´ actions under his/her private information with the conditional probability at least his/her belief. Each player communicates privately his/her conjecture through message according to the communication graph, where the player receiving the message learns and revises his/her conjecture. We show that the players´ conjectures regarding the future beliefs converge to a mixed strategy Nash equilibrium of a game in the long run communication. The emphasis is on that each player predicts the others´ actions under his/her private information consisting of rough sets
Keywords :
belief networks; game theory; rough set theory; Bayesian communication; Bayesian updating process; communication graph; conditional probability; expectations maximiser; mixed strategy Nash equilibrium; p-belief system; private information; rough sets information; strategic form game; Bayesian methods; Educational institutions; Information analysis; Intelligent agent; Nash equilibrium; Predictive models; Protocols; Rough sets; State-space methods; Utility theory;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology Workshops, 2006. WI-IAT 2006 Workshops. 2006 IEEE/WIC/ACM International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2749-3
DOI :
10.1109/WI-IATW.2006.50