Shared Autonomous Mobility on Demand: A Learning-Based Approach and Its Performance in the Presence of Traffic Congestion
Maxime Guériau, Federico Cugurullo, Ransford A. Acheampong, Ivana Dusparić
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
Computer scienceOn demandComputer networkTraffic congestionDistributed computingEngineeringTransport engineeringMultimediaTransportation and Mobility InnovationsHuman Mobility and Location-Based AnalysisVehicular Ad Hoc Networks (VANETs)