Adaptation to Misspecified Kernel Regularity in Kernelised Bandits

Yusha Liu, Aarti Singh

In continuum-armed bandit problems where the underlying function resides in a reproducing kernel Hilbert space (RKHS), namely, the kernelised bandit problems, an important open pro…