TL;DR本文研究了长度为 T 的有限销售季节下的动态组合优化问题，其中包括了具有属性信息的产品的线性关系和上置信界 (UCB) 算法，并使用组合优化法进行了解决。
Abstract
In this paper, we study the dynamic assortment optimization problem under a
finite selling season of length $T$. At each time period, the seller offers an
arriving customer an assortment of substitutable products under a cardinality
constraint, and the customer makes the purchase among