Learning Optimization Proxies for Sequential Contextual Stochastic Programs: An Order Fulfillment Application

Tinghan Ye, Shuaicheng Tong, Changkun Guan +2

Sequential contextual stochastic programs model real-time decision systems in which each time epoch commits to an action under uncertainty whose consequences propagate into future…