Constrained Deep Inventory Management Using Forward-Backward SDEs

Keunwoo Lim, Michael Bloem

We study multi-product replenishment subject to aggregate operating limits imposed pathwise in place of expectation. On-hand and in-transit inventory, warehouse capacity and an emi…