English

Commutative Stochastic Games

Optimization and Control 2016-04-22 v1

Abstract

We are interested in the convergence of the value of n-stage games as n goes to infinity and the existence of the uniform value in stochastic games with a general set of states and finite sets of actions where the transition is commutative. This means that playing an action profile a 1 followed by an action profile a 2 , leads to the same distribution on states as playing first the action profile a 2 and then a 1. For example, absorbing games can be reformulated as commutative stochastic games. When there is only one player and the transition function is deterministic, we show that the existence of a uniform value in pure strategies implies the existence of 0-optimal strategies. In the framework of two-player stochastic games, we study a class of games where the set of states is R m and the transition is deterministic and 1-Lipschitz for the L 1-norm, and prove that these games have a uniform value. A similar proof shows the existence of an equilibrium in the non zero-sum case. These results remain true if one considers a general model of finite repeated games, where the transition is commutative and the players observe the past actions but not the state.

Keywords

Cite

@article{arxiv.1604.06329,
  title  = {Commutative Stochastic Games},
  author = {Xavier Venel},
  journal= {arXiv preprint arXiv:1604.06329},
  year   = {2016}
}

Comments

in Mathematics of Operations Research, INFORMS, 2015

R2 v1 2026-06-22T13:37:49.728Z