公开(公告)号：US20230196492A1

公开(公告)日：2023-06-22

申请号：US17556024

申请日：2021-12-20

申请人： Lyft, Inc.

发明人： Arthur Jean Francois Braud ,  Janie Jia Gu ,  Titouan Alexandre Kevin Jehl ,  Guy-Baptiste Richard de Capele d'Hautpoul ,  Di Wu

IPC分类号： G06Q50/30 ,  G06N7/00 ,  G06Q10/06

CPC分类号： G06Q50/30 ,  G06N7/005 ,  G06Q10/06315

摘要： Methods, systems, and non-transitory computer readable storage media are disclosed for generating transportation matches for transportation requests utilizing one or more efficiency metrics based on network coverage in a region. For example, the systems utilize regional and sub-regional network coverage features to generate a predicted network coverage improvement metric resulting from not assigning a particular provider device to a transportation request according to the regional network coverage features. Additionally, the systems utilize regional network coverage features to determine possible request states for a transportation request. The systems then utilize a Markov decision model policy based on the request states to generate an unmatched requester device efficiency metric associated with leaving the request unassigned for a time period. The systems also utilize the network coverage improvement metric and/or the unmatched requester device efficiency metric to generate a transportation match for the transportation request.