On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits

Weitong Zhang, Jiafan He, Zhiyuan Fan, Quanquan Gu. On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 41111-41132, PMLR, 2023. [doi]

Abstract

Abstract is missing.