# A Two-stage Learning-based method for Large-scale On-demand pickup and delivery services with soft time windows

> Research article (Transportation Research Part C Emerging Technologies, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4365457583](https://www.wikidata.org/wiki/openalex:W4365457583)  
**Source**: https://4ort.xyz/entity/a-two-stage-learning-based-method-for-large-scale-on-demand-pickup-and-delivery-services-with-soft-time-windows