Qian Zhou

Optimization of last-mile delivery using dynamic path algorithms based on reinforcement learning

The study uses a dynamic routing framework to create adaptive routing strategies, centered on a customized deep Q-network, that works well in variable traffic scenarios and effectively adapts to peak and off-peak delivery windows.