Title
Altruistic Ride Sharing: A Community-Driven Approach to Short-Distance Mobility Divyanshu Singh Ashman Mehra Snehanshu Saha Santonu Sarkar 68 0 0 15 Oct 2025
Hierarchical Optimization via LLM-Guided Objective Evolution for Mobility-on-Demand Systems Yi Zhang Yushen Long Yun Ni Liping Huang Xiaohong Wang Jun Liu 92 0 0 12 Oct 2025
An End-to-End Reinforcement Learning Based Approach for Micro-View Order-Dispatching in Ride-HailingInternational Conference on Information and Knowledge Management (CIKM), 2024 Xinlang Yue Yiran Liu Fangzhou Shi Sihong Luo Chen Zhong Min Lu Zhe Xu 166 3 0 20 Aug 2024
Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing Amutheezan Sivagnanam Ava Pettet Hunter Lee Ayan Mukhopadhyay Abhishek Dubey Aron Laszka 378 6 0 21 May 2024
Multi-Agent Soft Actor-Critic with Coordinated Loss for Autonomous Mobility-on-Demand Fleet Control Zeno Woywood Jasper I. Wiltfang Julius Luy Tobias Enders Maximilian Schiffer 172 3 0 10 Apr 2024
A Survey on Applications of Reinforcement Learning in Spatial Resource Allocation Di Zhang Moyang Wang Joseph D Mango Xiang Li Xianrui Xu 274 3 0 06 Mar 2024
Mutual Information as Intrinsic Reward of Reinforcement Learning Agents for On-demand Ride Pooling Xianjie Zhang Jiahao Sun Chen Gong Kai Wang Yifei Cao Hao Chen Hao Chen Yu Liu 113 2 0 23 Dec 2023
Unified Data Management and Comprehensive Performance Evaluation for Urban Spatial-Temporal Prediction [Experiment, Analysis & Benchmark] Jiawei Jiang Chengkai Han Wayne Xin Zhao Jingyuan Wang 280 2 0 24 Aug 2023
LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction Jiawei Jiang Chengkai Han Wenjun Jiang Wayne Xin Zhao Jingyuan Wang AI4TS AI4CE 521 18 0 27 Apr 2023
A Survey of Machine Learning-Based Ride-Hailing Planning Dacheng Wen Yupeng Li F. Lau 142 13 0 26 Mar 2023
A Unified Representation Framework for Rideshare Marketplace Equilibrium and Efficiency Alex J. Chin Zhiwei Qin 138 2 0 28 Feb 2023
Learning-based Online Optimization for Autonomous Mobility-on-Demand Fleet ControlINFORMS journal on computing (IJOC), 2023 Kai Jungel Axel Parmentier Maximilian Schiffer Thibaut Vidal 130 18 0 08 Feb 2023
Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand SystemsConference on Learning for Dynamics & Control (L4DC), 2022 Tobias Enders James Harrison Marco Pavone Maximilian Schiffer 131 34 0 14 Dec 2022
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation ApplicationsTransportmetrica B: Transport Dynamics (TBTD), 2022 Can Li Mengwei He L. Yao S. Waller Wei Liu 158 18 0 26 Oct 2022
From Multi-agent to Multi-robot: A Scalable Training and Evaluation Platform for Multi-robot Reinforcement Learning Zhiuxan Liang Jiannong Cao Shan Jiang Divya Saxena Jinlin Chen Huafeng Xu 101 10 0 20 Jun 2022
Multi-Agent Path Planning Using Deep Reinforcement Learning M. Çetinkaya 112 3 0 04 Oct 2021
DROP: Deep relocating option policy for optimal ride-hailing vehicle repositioningTransportation Research Part C: Emerging Technologies (TRC), 2021 Xinwu Qian Shuocheng Guo Vaneet Aggarwal 105 22 0 09 Sep 2021
Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A SurveyACM Transactions on Knowledge Discovery from Data (TKDD), 2021 Zefang Zong Tao Feng Tong Xia Depeng Jin Yong Li 192 6 0 10 Aug 2021
CityNet: A Comprehensive Multi-Modal Urban Dataset for Advanced Research in Urban Computing Zhengfei Zheng Xu Geng Hai Yang 71 0 0 30 Jun 2021
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement LearningJournal of machine learning research (JMLR), 2021 Ming Zhou Bo Liu Hanjing Wang Muning Wen Runzhe Wu Ying Wen Yaodong Yang Weinan Zhang Jun Wang OffRL 148 52 0 05 Jun 2021
Reinforcement Learning for Ridesharing: An Extended SurveyTransportation Research Part C: Emerging Technologies (TRC), 2021 Zhiwei Qin Hongtu Zhu Jieping Ye 667 106 0 03 May 2021
A Deep Reinforcement Learning Approach for the Meal Delivery ProblemKnowledge-Based Systems (KBS), 2021 H. Jahanshahi Aysun Bozanta Mucahit Cevik E. M. Kavuk Ayse Tosun Misirli Sibel B. Sonuc Bilgin Kosucu Ayse Basar 204 37 0 24 Apr 2021
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement LearningThe Web Conference (WWW), 2021 Weijiao Zhang Hao Liu Fan Wang Tong Xu Haoran Xin Dejing Dou Hui Xiong 104 96 0 15 Feb 2021
CoordiQ : Coordinated Q-learning for Electric Vehicle Charging Recommendation Carter Blum Hao Liu Hui Xiong 101 4 0 28 Jan 2021
Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural NetworkInternational Conference on Intelligent Transportation Systems (ITSC), 2020 Juhyeon Kim Kihyun Kim GNN 230 13 0 12 Nov 2020
Reward Design for Driver Repositioning Using Multi-Agent Reinforcement LearningTransportation Research Part C: Emerging Technologies (Transp. Res. Part C), 2020 Zhenyu Shou Xuan Di 173 64 0 17 Feb 2020

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1910.02591
Cited By

Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching

International Conference on Information and Knowledge Management (CIKM), 2019

7 October 2019

Yong Yu

Papers citing "Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching"

26 / 26 papers shown

Title
Altruistic Ride Sharing: A Community-Driven Approach to Short-Distance Mobility Divyanshu Singh Ashman Mehra Snehanshu Saha Santonu Sarkar 68 0 0 15 Oct 2025
Hierarchical Optimization via LLM-Guided Objective Evolution for Mobility-on-Demand Systems Yi Zhang Yushen Long Yun Ni Liping Huang Xiaohong Wang Jun Liu 92 0 0 12 Oct 2025
An End-to-End Reinforcement Learning Based Approach for Micro-View Order-Dispatching in Ride-HailingInternational Conference on Information and Knowledge Management (CIKM), 2024 Xinlang Yue Yiran Liu Fangzhou Shi Sihong Luo Chen Zhong Min Lu Zhe Xu 166 3 0 20 Aug 2024
Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing Amutheezan Sivagnanam Ava Pettet Hunter Lee Ayan Mukhopadhyay Abhishek Dubey Aron Laszka 378 6 0 21 May 2024
Multi-Agent Soft Actor-Critic with Coordinated Loss for Autonomous Mobility-on-Demand Fleet Control Zeno Woywood Jasper I. Wiltfang Julius Luy Tobias Enders Maximilian Schiffer 172 3 0 10 Apr 2024
A Survey on Applications of Reinforcement Learning in Spatial Resource Allocation Di Zhang Moyang Wang Joseph D Mango Xiang Li Xianrui Xu 274 3 0 06 Mar 2024
Mutual Information as Intrinsic Reward of Reinforcement Learning Agents for On-demand Ride Pooling Xianjie Zhang Jiahao Sun Chen Gong Kai Wang Yifei Cao Hao Chen Hao Chen Yu Liu 113 2 0 23 Dec 2023
Unified Data Management and Comprehensive Performance Evaluation for Urban Spatial-Temporal Prediction [Experiment, Analysis & Benchmark] Jiawei Jiang Chengkai Han Wayne Xin Zhao Jingyuan Wang 280 2 0 24 Aug 2023
LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction Jiawei Jiang Chengkai Han Wenjun Jiang Wayne Xin Zhao Jingyuan Wang AI4TS AI4CE 521 18 0 27 Apr 2023
A Survey of Machine Learning-Based Ride-Hailing Planning Dacheng Wen Yupeng Li F. Lau 142 13 0 26 Mar 2023
A Unified Representation Framework for Rideshare Marketplace Equilibrium and Efficiency Alex J. Chin Zhiwei Qin 138 2 0 28 Feb 2023
Learning-based Online Optimization for Autonomous Mobility-on-Demand Fleet ControlINFORMS journal on computing (IJOC), 2023 Kai Jungel Axel Parmentier Maximilian Schiffer Thibaut Vidal 130 18 0 08 Feb 2023
Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand SystemsConference on Learning for Dynamics & Control (L4DC), 2022 Tobias Enders James Harrison Marco Pavone Maximilian Schiffer 131 34 0 14 Dec 2022
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation ApplicationsTransportmetrica B: Transport Dynamics (TBTD), 2022 Can Li Mengwei He L. Yao S. Waller Wei Liu 158 18 0 26 Oct 2022
From Multi-agent to Multi-robot: A Scalable Training and Evaluation Platform for Multi-robot Reinforcement Learning Zhiuxan Liang Jiannong Cao Shan Jiang Divya Saxena Jinlin Chen Huafeng Xu 101 10 0 20 Jun 2022
Multi-Agent Path Planning Using Deep Reinforcement Learning M. Çetinkaya 112 3 0 04 Oct 2021
DROP: Deep relocating option policy for optimal ride-hailing vehicle repositioningTransportation Research Part C: Emerging Technologies (TRC), 2021 Xinwu Qian Shuocheng Guo Vaneet Aggarwal 105 22 0 09 Sep 2021
Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A SurveyACM Transactions on Knowledge Discovery from Data (TKDD), 2021 Zefang Zong Tao Feng Tong Xia Depeng Jin Yong Li 192 6 0 10 Aug 2021
CityNet: A Comprehensive Multi-Modal Urban Dataset for Advanced Research in Urban Computing Zhengfei Zheng Xu Geng Hai Yang 71 0 0 30 Jun 2021
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement LearningJournal of machine learning research (JMLR), 2021 Ming Zhou Bo Liu Hanjing Wang Muning Wen Runzhe Wu Ying Wen Yaodong Yang Weinan Zhang Jun Wang OffRL 148 52 0 05 Jun 2021
Reinforcement Learning for Ridesharing: An Extended SurveyTransportation Research Part C: Emerging Technologies (TRC), 2021 Zhiwei Qin Hongtu Zhu Jieping Ye 667 106 0 03 May 2021
A Deep Reinforcement Learning Approach for the Meal Delivery ProblemKnowledge-Based Systems (KBS), 2021 H. Jahanshahi Aysun Bozanta Mucahit Cevik E. M. Kavuk Ayse Tosun Misirli Sibel B. Sonuc Bilgin Kosucu Ayse Basar 204 37 0 24 Apr 2021
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement LearningThe Web Conference (WWW), 2021 Weijiao Zhang Hao Liu Fan Wang Tong Xu Haoran Xin Dejing Dou Hui Xiong 104 96 0 15 Feb 2021
CoordiQ : Coordinated Q-learning for Electric Vehicle Charging Recommendation Carter Blum Hao Liu Hui Xiong 101 4 0 28 Jan 2021
Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural NetworkInternational Conference on Intelligent Transportation Systems (ITSC), 2020 Juhyeon Kim Kihyun Kim GNN 230 13 0 12 Nov 2020
Reward Design for Driver Repositioning Using Multi-Agent Reinforcement LearningTransportation Research Part C: Emerging Technologies (Transp. Res. Part C), 2020 Zhenyu Shou Xuan Di 173 64 0 17 Feb 2020