Urban Flood Emergency Evacuation Path Optimization Research
Findings confirm that the DQN-based approach, which integrates age heterogeneity and dynamic water depth, substantially enhances both the timeliness and safety of emergency evacuation during urban floods, offering more reliable route planning for high-risk populations and providing a scientific basis for optimizing urb...