On the Design of Estimators for Bandit Off-Policy Evaluation

Nikos Vlassis, Aurélien Bibaut, Maria Dimakopoulou, Tony Jebara

Abstract: Off-policy evaluation is the problem of estimating the value of a target policy using data collected under a different policy. Given a base estimator for bandit off-policy evaluation and a parametr...