We study zero-sum stochastic differential games where the state dynamics of the two players is governed by a generalized McKean–Vlasov (or mean-field) stochastic differential equation in which the distribution of both state and controls of each player appears in the drift and diffusion coefficients, as well as in the running and terminal payoff functions. We prove the dynamic programming principle (DPP) in this general setting, which also includes the control case with only one player, where it is the first time that DPP is proved for open-loop controls. We also show that the upper and lower value functions are viscosity solutions to a corresponding upper and lower Master Bellman–Isaacs equation. Our results extend the seminal work [15] of Fleming and Souganidis (1989) to the McKean–Vlasov setting.

Zero-sum stochastic differential games of generalized McKean–Vlasov type / A. Cosso, H. Pham. - In: JOURNAL DE MATHÉMATIQUES PURES ET APPLIQUÉES. - ISSN 0021-7824. - 129:(2019 Sep), pp. 180-212. [10.1016/j.matpur.2018.12.005]

Zero-sum stochastic differential games of generalized McKean–Vlasov type

A. Cosso
Primo
;
2019

Abstract

We study zero-sum stochastic differential games where the state dynamics of the two players is governed by a generalized McKean–Vlasov (or mean-field) stochastic differential equation in which the distribution of both state and controls of each player appears in the drift and diffusion coefficients, as well as in the running and terminal payoff functions. We prove the dynamic programming principle (DPP) in this general setting, which also includes the control case with only one player, where it is the first time that DPP is proved for open-loop controls. We also show that the upper and lower value functions are viscosity solutions to a corresponding upper and lower Master Bellman–Isaacs equation. Our results extend the seminal work [15] of Fleming and Souganidis (1989) to the McKean–Vlasov setting.
Dynamic programming; Master equation; McKean–Vlasov stochastic differential equation; Viscosity solutions; Zero-sum differential game
Settore MAT/06 - Probabilita' e Statistica Matematica
set-2019
https://www.sciencedirect.com/science/article/pii/S0021782418301739
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/931973
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