Finite state mean field games with Wright–Fisher common noise

Erhan Bayraktar, Alekos Cecchin, Asaf Cohen, François Delarue

Research output: Contribution to journalArticlepeer-review

36 Scopus citations

Abstract

We force uniqueness in finite state mean field games by adding a Wright–Fisher common noise. We achieve this by analyzing the master equation of this game, which is a degenerate parabolic second-order partial differential equation set on the simplex whose characteristics solve the stochastic forward-backward system associated with the mean field game; see Cardaliaguet et al. [10]. We show that this equation, which is a non-linear version of the Kimura type equation studied in Epstein and Mazzeo [28], has a unique smooth solution whenever the normal component of the drift at the boundary is strong enough. Among others, this requires a priori estimates of Hölder type for the corresponding Kimura operator when the drift therein is merely continuous.

Original languageEnglish
Pages (from-to)98-162
Number of pages65
JournalJournal des Mathematiques Pures et Appliquees
Volume147
DOIs
StatePublished - 1 Mar 2021
Externally publishedYes

Keywords

  • Common noise
  • Forcing uniqueness
  • Master equation
  • Mean-field games
  • Non-linear Kimura PDEs
  • Wright–Fisher diffusion

ASJC Scopus subject areas

  • General Mathematics
  • Applied Mathematics

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