Online Resource Allocation with Non-Stationary Customers

Xiaoyue Zhang, Hanzhang Qin, Mabel C. Chou

We propose a novel algorithm for online resource allocation with non-stationary customer arrivals and unknown click-through rates. We assume multiple types of customers arrive in a…