Industrial Engineering & Operations Research, University of California, Berkeley, Berkeley, CA 94720; Institute for Data, Systems, and Society, Massachusetts Institute of Technology, Cambridge, MA 02139
David Simchi-Levi, Zeyu Zheng, Feng Zhu
A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk