Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards

Bo Xue, Yimu Wang, Yuanyu Wan +2

This paper investigates the problem of generalized linear bandits with heavy-tailed rewards, whose $(1+\epsilon )$-th moment is bounded for some $\epsilon \in (0,1]$. Although there exist methods…