AINeutralarXiv – CS AI · 6h ago6/10
🧠
Keep Rehearsing and Refining: Lifelong Learning Vehicle Routing under Continually Drifting Tasks
Researchers propose DREE, a novel lifelong learning framework for neural vehicle routing problem solvers that handles continually drifting task patterns with limited training resources per task. The approach addresses a gap in existing methods by managing catastrophic forgetting while learning sequential tasks in real-world logistics scenarios where problem patterns shift over time.