Hyuksoo Han

From Reactive Response to Proactive Mitigation: The Value of Precursor Risk Signals in DRL Inventory Control

Modern supply chains face abrupt supply disruptions, under which the stable lead time assumption behind conventional inventory control no longer holds. Most replenishment models, including existing deep reinforcement learning (DRL) formulations, act as feedback controllers. A disruption is treated as an unobservable ev...