Nonzero-sum stochastic games and mean-field games with impulse controls
Abstract
We consider a general class of nonzero-sum -player stochastic games with impulse controls, where players control the underlying dynamics with discrete interventions. We adopt a verification approach and provide sufficient conditions for the Nash equilibria (NEs) of the game. We then consider the limit situation of , that is, a suitable mean-field game (MFG) with impulse controls. We show that under appropriate technical conditions, the existence of unique NE solution to the MFG, which is an -NE approximation to the -player game, with . As an example, we analyze in details a class of two-player stochastic games which extends the classical cash management problem to the game setting. In particular, we present numerical analysis for the cases of the single player, the two-player game, and the MFG, showing the impact of competition on the player's optimal strategy, with sensitivity analysis of the model parameters.
Keywords
Cite
@article{arxiv.1901.08085,
title = {Nonzero-sum stochastic games and mean-field games with impulse controls},
author = {Matteo Basei and Haoyang Cao and Xin Guo},
journal= {arXiv preprint arXiv:1901.08085},
year = {2020}
}