Approximation Theory Based Methods for RKHS Bandits

Sho Takemori, Masahiro Sato

Abstract: The RKHS bandit problem (also called kernelized multi-armed bandit problem) is an online optimization problem of non-linear functions with noisy feedback. Although the problem has been extensively ...