Off-Policy Evaluation Using Information Borrowing and Context-Based Switching

Sutanoy Dasgupta, Yabo Niu, Kishan Panaganti +3

We consider the off-policy evaluation (OPE) problem in contextual bandits, where the goal is to estimate the value of a target policy using the data collected by a logging policy.…