Policy improvement for perfect information additive reward and additive transition stochastic games with discounted and average payoffs

Abstract

We give a policy improvement algorithm for additive reward, additive transition (ARAT) zero-sum two-player stochastic games for both discounted and average payoffs. The class of ARAT games includes perfect information games.