Mean-field games of finite-fuel capacity expansion with singular controls
We study Nash equilibria for a sequence of symmetric N-player stochastic games of finite-fuel capacity expansion with singular controls and their mean-field game (MFG) counterpart. We construct a solution of the MFG via a simple iterative scheme that produces an optimal control in terms of a Skorokhod reflection at a (state-dependent) surface that splits the state space into action and inaction regions. We then show that a solution of the MFG of capacity expansion induces approximate Nash equilibria for the N-player games with approximation error ε going to zero as N tends to infinity. Our analysis relies entirely on probabilistic methods and extends the well-known connection between singular stochastic control and optimal stopping to a mean-field framework.
| Item Type | Article |
|---|---|
| Keywords | capacity expansion,free boundary problems,goodwill problem,Lipschitz free boundary,mean-field games,Nash equilibria,optimal stopping,singular controls,Skorokhod reflection problem |
| Departments | LSE |
| DOI | 10.1214/21-AAP1771 |
| Date Deposited | 25 Jun 2024 15:39 |
| URI | https://researchonline.lse.ac.uk/id/eprint/123975 |