Lyu, Jiameng; Xie, Jinxing; Yuan, Shilin; Zhou, Yuan - 2023
Stochastic gradient descent (SGD) has proven effective in solving many inventory control problems with demand learning. However, it often faces the pitfall of an infeasible target inventory level that is lower than the current inventory level. Several recent works (e.g., (Huh and...