Keep Rehearsing and Refining: Lifelong Learning Vehicle Routing under Continually Drifting Tasks

Jiyuan Pei, Yi Mei, Jialin Liu +2

Existing neural solvers for vehicle routing problems (VRPs) are typically trained either in a one-off manner on a fixed set of pre-defined tasks or in a lifelong manner with tasks…