LaDe: The First Comprehensive Last-mile Express Dataset from Industry

Author:

Wu Lixia1ORCID,Wen Haomin2ORCID,Hu Haoyuan1ORCID,Mao Xiaowei2ORCID,Xia Yutong3ORCID,Shan Ergang1ORCID,Zheng Jianbin1ORCID,Lou Junhong1ORCID,Liang Yuxuan4ORCID,Yang Liuqing4ORCID,Zimmermann Roger3ORCID,Lin Youfang5ORCID,Wan Huaiyu5ORCID

Affiliation:

1. Cainiao Network, Hangzhou, China

2. School of Computer and Information Technology, Beijing Jiaotong University & Cainiao Network, Beijing, China

3. National University of Singapore, Singapore, Singapore

4. Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China

5. School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China

Funder

Guangzhou-HKUST(GZ) Joint Funding Program

Publisher

ACM

Reference62 articles.

1. Deep reinforcement learning meets graph neural networks: Exploring a routing optimization use case

2. Lei Bai, Lina Yao, Can Li, Xianzhi Wang, and Can Wang. 2020. Adaptive graph convolutional recurrent network for traffic forecasting. Advances in neural information processing systems 33 (2020), 17804--17815.

3. Irwan Bello Hieu Pham Quoc V Le Mohammad Norouzi and Samy Bengio. 2017. Neural combinatorial optimization with reinforcement learning. In ICLR.

4. Rishi Bommasani Drew A Hudson Ehsan Adeli Russ Altman Simran Arora Sydney von Arx Michael S Bernstein Jeannette Bohg Antoine Bosselut Emma Brunskill et al. 2021. On the opportunities and risks of foundation models. arXiv preprint arXiv:2108.07258 (2021).

5. Last-mile delivery concepts: a survey from an operational research perspective

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