A Deep Value-network Based Approach for Multi-Driver Order Dispatching

Author:

Tang Xiaocheng1,Qin Zhiwei (Tony)1,Zhang Fan2,Wang Zhaodong3,Xu Zhe4,Ma Yintai5,Zhu Hongtu2,Ye Jieping2

Affiliation:

1. AI Labs, Didi Chuxing, Mountain View, CA, USA

2. AI Labs, Didi Chuxing, Beijing, China

3. Washington State University, Pullman, WA, USA

4. Didi Chuxing, Beijing, China

5. Northwestern University, Evanston, IL, USA

Publisher

ACM

Reference21 articles.

Cited by 104 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An adaptive agent-based approach for instant delivery order dispatching: Incorporating task buffering and dynamic batching strategies;International Journal of Transportation Science and Technology;2024-03

2. A Reinforcement Learning and Prediction-Based Lookahead Policy for Vehicle Repositioning in Online Ride-Hailing Systems;IEEE Transactions on Intelligent Transportation Systems;2024-02

3. Scalable reinforcement learning approaches for dynamic pricing in ride-hailing systems;Transportation Research Part B: Methodological;2023-12

4. Evaluating the Financial Viability of Vehicle-to-Grid for Autonomous Electric Ride-Hailing Fleets;2023 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia);2023-11-21

5. A Unified Representation Framework for Rideshare Marketplace Equilibrium and Efficiency;Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems;2023-11-13

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3