$K$-Nearest-Neighbor Resampling for Off-Policy Evaluation in Stochastic Control

Michael Giegrich, Roel Oomen, Christoph Reisinger

In this paper, we propose a novel $K$-nearest neighbor resampling procedure for estimating the performance of a policy from historical data containing realized episodes of a decisi…