A Mean-Field Game for a Forward-Backward Stochastic System With Partial Observation and Common Noise

doi:10.1109/JAS.2023.124047

CORC > 自动化研究所 > 中国科学院自动化研究所 > 学术期刊 > IEEE/CAA Journal of Automatica Sinica

	A Mean-Field Game for a Forward-Backward Stochastic System With Partial Observation and Common Noise
	Pengyan Huang; Guangchen Wang; Shujun Wang; Hua Xiao
刊名	IEEE/CAA Journal of Automatica Sinica
	2024
卷号	11 期号:3 页码:746-759
关键词	Decentralized control strategy ϵ-Nash equilibrium forward-backward stochastic system mean-field game partial observation
ISSN号	2329-9266
DOI	10.1109/JAS.2023.124047
英文摘要	This paper considers a linear-quadratic (LQ) mean-field game governed by a forward-backward stochastic system with partial observation and common noise, where a coupling structure enters state equations, cost functionals and observation equations. Firstly, to reduce the complexity of solving the mean-field game, a limiting control problem is introduced. By virtue of the decomposition approach, an admissible control set is proposed. Applying a filter technique and dimensional-expansion technique, a decentralized control strategy and a consistency condition system are derived, and the related solvability is also addressed. Secondly, we discuss an approximate Nash equilibrium property of the decentralized control strategy. Finally, we work out a financial problem with some numerical simulations.
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/54605]
专题	自动化研究所_学术期刊_IEEE/CAA Journal of Automatica Sinica
推荐引用方式 GB/T 7714	Pengyan Huang,Guangchen Wang,Shujun Wang,et al. A Mean-Field Game for a Forward-Backward Stochastic System With Partial Observation and Common Noise[J]. IEEE/CAA Journal of Automatica Sinica,2024,11(3):746-759.
APA	Pengyan Huang,Guangchen Wang,Shujun Wang,&Hua Xiao.(2024).A Mean-Field Game for a Forward-Backward Stochastic System With Partial Observation and Common Noise.IEEE/CAA Journal of Automatica Sinica,11(3),746-759.
MLA	Pengyan Huang,et al."A Mean-Field Game for a Forward-Backward Stochastic System With Partial Observation and Common Noise".IEEE/CAA Journal of Automatica Sinica 11.3(2024):746-759.