Learning Neural Contextual Bandits Through Perturbed Rewards

Yiling Jia, Weitong Zhang, Dongruo Zhou +2

Thanks to the power of representation learning, neural contextual bandit algorithms demonstrate remarkable performance improvement against their classical counterparts. But because…