Scalable Deep Reinforcement Learning for Ride-Hailing

27 September 2020

Papers citing "Scalable Deep Reinforcement Learning for Ride-Hailing"

8 / 8 papers shown

Title
Robo-taxi Fleet Coordination at Scale via Reinforcement Learning Luigi Tresca Carolin Schmidt James Harrison Filipe Rodrigues G. Zardini Daniele Gammelli Marco Pavone 41 2 0 08 Apr 2025
Deep-Dispatch: A Deep Reinforcement Learning-Based Vehicle Dispatch Algorithm for Advanced Air Mobility Elaheh Sabziyan Varnousfaderani S. Shihab E. F. Dulia 16 1 0 17 Dec 2023
Learning to Control Autonomous Fleets from Observation via Offline Reinforcement Learning Carolin Schmidt Daniele Gammelli Francisco Câmara Pereira Filipe Rodrigues OffRL 14 4 0 28 Feb 2023
Towards More Efficient Shared Autonomous Mobility: A Learning-Based Fleet Repositioning Approach Monika Filipovska Michael F. Hyland Haimanti Bala 17 0 0 16 Oct 2022
Hindsight Learning for MDPs with Exogenous Inputs Sean R. Sinclair Felipe Vieira Frujeri Ching-An Cheng Luke Marshall Hugo Barbalho Jingling Li Jennifer Neville Ishai Menache Adith Swaminathan 18 22 0 13 Jul 2022
Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey Zefang Zong Tao Feng Tong Xia Depeng Jin Yong Li 22 3 0 10 Aug 2021
Learning and Information in Stochastic Networks and Queues N. Walton Kuang Xu 27 20 0 18 May 2021
Reinforcement Learning for Ridesharing: An Extended Survey Zhiwei Qin Hongtu Zhu Jieping Ye 39 84 0 03 May 2021