Adaptive Doubly Robust Off-Policy Evaluation for Ranking Policies under Diverse User Behavior

Kosuke Iguchi, Ren Kishimoto

Off-policy evaluation (OPE) of ranking policies is challenging be- cause selecting and ordering multiple items from a candidate set makes the number of possible rankings grow combi…