Asymptotic Analysis of Empirical Dynamic Programming in Infinite-Horizon Stochastic Optimal Control

Xin Chen, Elif Sena Isik, Johannes Milz

We derive statistical limit theorems for sample-based approximations of infinite-horizon discounted stochastic optimal control problems in discrete time. Our first result is a func…