Low-Rank Generalized Linear Bandit Problems

Yangyi Lu, Amirhossein Meisami, Ambuj Tewari

In a low-rank linear bandit problem, the reward of an action (represented by a matrix of size $d_1\times d_2$) is the inner product between the action and an unknown low-rank matr…