Regional Multi-Armed Bandits

Zhiyang Wang, Ruida Zhou, Cong Shen

Abstract: We consider a variant of the classic multi-armed bandit problem where the expected reward of each arm is a function of an unknown parameter. The arms are divided into different groups, each of whic...