Center for Data Science, Peking University; Department of Electrical and Computer Engineering, University of California, Los Angeles; Key Laboratory of Machine Perception, MOE, School of EECS, Institute for Artificial Intelligence, Peking University; Center for Data Science, Peking University; Pazhou Lab
Han Zhong, Jiayi Huang, Lin Yang, Liwei Wang
Linear Bandits;Super heavy-tailed payoffs;Regret Minimization
Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs