Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement
Learning

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Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement Learning

8 March 2021

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Papers citing "Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement Learning"

14 / 14 papers shown

Title
A Deep Value-network Based Approach for Multi-Driver Order Dispatching Xiaocheng Tang Zhiwei Qin Fan Zhang Zhaodong Wang Zhe Xu Yintai Ma Hongtu Zhu Jieping Ye OffRL 57 182 0 08 Jun 2021
Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem J. Holler Risto Vuorio Zhiwei Qin Xiaocheng Tang Yan Jiao Tiancheng Jin Satinder Singh Chenxi Wang Jieping Ye 36 93 0 25 Nov 2019
Neural Approximate Dynamic Programming for On-Demand Ride-Pooling Sanket Shah Meghna Lowalekar Pradeep Varakantham 66 82 0 20 Nov 2019
CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms Jiarui Jin M. Zhou Weinan Zhang Minne Li Zilong Guo ... Xiaocheng Tang Chenxi Wang Jun Wang Guobin Wu Jieping Ye 54 100 0 27 May 2019
Optimal Passenger-Seeking Policies on E-hailing Platforms Using Markov Decision Process and Imitation Learning Zhenyu Shou Xuan Di Jieping Ye Hongtu Zhu Hua Zhang R. Hampshire 38 67 0 23 May 2019
DeepPool: Distributed Model-free Algorithm for Ride-sharing using Deep Reinforcement Learning A. Al-Abbasi A. Ghosh Vaneet Aggarwal 60 153 0 09 Mar 2019
Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning Minne Li Zhiwei Qin Qin Yan Jiao Yaodong Yang Zhichen Gong Jun Wang Chenxi Wang Guobin Wu Jieping Ye 61 199 0 31 Jan 2019
MOVI: A Model-Free Approach to Dynamic Fleet Management Takuma Oda Carlee Joe-Wong 50 93 0 13 Apr 2018
Reinforcement Learning for Solving the Vehicle Routing Problem M. Nazari Afshin Oroojlooy L. Snyder Martin Takáč 102 908 0 12 Feb 2018
Data-Driven Model Predictive Control of Autonomous Mobility-on-Demand Systems Rick Zhang Federico Rossi Kevin Wang David Hallac Jure Leskovec Marco Pavone 54 177 0 20 Sep 2017
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 158 1,493 0 29 Nov 2016
Predictive Positioning and Quality Of Service Ridesharing for Campus Mobility On Demand Systems Justin Miller Jonathan P. How 59 58 0 26 Sep 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 413 7,971 0 17 Aug 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 138 3,062 0 09 Jun 2015