2023
Online Inventory Problems: Beyond the i.i.d. Setting with Online Convex Optimization
NeurIPS 2023poster
We study multi-product inventory control problems where a manager makes sequential replenishment decisions based on partial historical information in order to minimize its cumulative losses. Our motivation is to consider general demands, losses and dynamics to go beyond standard models which usually…