Pure Exploration in Kernel and Neural Bandits

Yinglun Zhu, Dongruo Zhou, Ruoxi Jiang +3

We study pure exploration in bandits, where the dimension of the feature representation can be much larger than the number of arms. To overcome the curse of dimensionality, we prop…