Semiparametric Off-Policy Inference for Optimal Policy Values under Possible Non-Uniqueness

Haoyu Wei

Off-policy evaluation (OPE) constructs confidence intervals for the value of a target policy using data generated under a different behavior policy. Most existing inference methods…