Shared Autonomous Mobility-on-Demand: Learning-based approach and its performance in the presence of traffic congestion
Ivana Dusparić, Federico Cugurullo, Maxime Guériau, Ransford A. Acheampong
Abstract
Mobility-on-demand (MOD) systems consisting of shared autonomous vehicles (SAVs) are expected to improve the efficiency of urban transportation through reduced vehicle ownership and parking demand. However, several issues related to their implementation remain open, such as unifying the vehicle and ridesharing (RS) assignment with rebalancing (RB) unoccupied vehicles.
Topics & Concepts
Traffic congestionOn demandTransport engineeringComputer scienceIntelligent transportation systemSimulationEngineeringMultimediaTransportation and Mobility InnovationsSmart Parking Systems ResearchSharing Economy and Platforms