Besbes, Omar; Chaneton, Juan; Moallemi, Ciamac C. - 2021
When an inventory manager attempts to construct probabilistic models of demand based on past data, demand samples are almost never available: only sales data can be used. This demand censoring introduces an exploration-exploitation trade-off as the ordering decisions impact the information...