Title :
Mean field LQG games with mass behavior responsive to a major player
Author :
Son Luu Nguyen ; Minyi Huang
Author_Institution :
Sch. of Math. & Stat., Carleton Univ., Ottawa, ON, Canada
Abstract :
We consider a linear-quadratic-Gaussian (LQG) game with a major player and a large number of minor players with mean field coupling. The state of the major player appears in the dynamics of the minor players, causing the mean field to be responsive to its control. We construct decentralized ε-Nash strategies. This is accomplished by combining (i) stochastic control with random coefficients and (ii) a procedure called anticipative variational calculations which addresses the major player´s ability to simultaneously perturb its own state process and the mean field.
Keywords :
decentralised control; game theory; linear quadratic Gaussian control; stochastic systems; anticipative variational calculations; decentralized ε-Nash strategies; linear-quadratic-Gaussian game; major player; mass behavior responsive; mean field LQG games; mean field coupling; minor players; random coefficients; stochastic control; Approximation methods; Equations; Games; Limiting; Sociology; Statistics; Stochastic processes;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6425984