English

Nonzero-sum stochastic games and mean-field games with impulse controls

Optimization and Control 2020-10-06 v4 Probability

Abstract

We consider a general class of nonzero-sum NN-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 NN \to \infty, 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 ϵ\epsilon-NE approximation to the NN-player game, with ϵ=O(1N)\epsilon=O\left(\frac{1}{\sqrt{N}}\right). 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}
}
R2 v1 2026-06-23T07:20:14.572Z