Learning to Order for Inventory Systems with Lost Sales and Uncertain Supplies

Boxiao Chen, Jiashuo Jiang, Jiawei Zhang +1

We consider a stochastic lost-sales inventory control system with a lead time $L$ over a planning horizon $T$. Supply is uncertain, and is a function of the order quantity (due to…