Variance-Aware Off-Policy Evaluation with Linear Function Approximation

Yifei Min, Tianhao Wang 0002, Dongruo Zhou, Quanquan Gu. Variance-Aware Off-Policy Evaluation with Linear Function Approximation. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 7598-7610, 2021. [doi]

Abstract

Abstract is missing.