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

1 code implementation • 18 Dec 2021 • Sutanoy Dasgupta, Yabo Niu, Kishan Panaganti, Dileep Kalathil, Debdeep Pati, Bani Mallick

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.

Multi-Armed Bandits Off-policy evaluation