This disclosure describes systems and methods for repositioning vehicles. An exemplary method includes obtaining a plurality of first signals corresponding to a vehicle and a plurality of second signals corresponding to supply-demand statuses in a plurality of neighboring areas of the vehicle; inputting the plurality of first and second signals into a trained neural network and obtaining, from the trained neural network, a plurality of action values for repositioning the vehicle to the plurality of neighboring areas respectively; determining, based on the plurality of action values, a plurality of probabilities for repositioning the vehicle to the plurality of neighboring areas respectively; determining, according to the plurality of probabilities, one of the plurality of neighboring areas for the vehicle to reposition to; and transmitting a signal to a computing device associated with the vehicle to reposition the vehicle to the one determined neighboring area.
SYSTEMS AND METHODS FOR REPOSITIONING VEHICLES IN A RIDE-HAILING PLATFORM
2022-09-01
Patent
Electronic Resource
English
IPC: | G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
SYSTEMS AND METHODS FOR REPOSITIONING VEHICLES IN A RIDE-HAILING PLATFORM
European Patent Office | 2022
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