Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual Bandits

Yihong Guo, Hao Liu, Yisong Yue +1

We introduce a distributionally robust approach that enhances the reliability of offline policy evaluation in contextual bandits under general covariate shifts. Our method aims to…