In recent years, online ride-hailing services have emerged as an important component of
urban transportation system, which not only provide significant ease for residents' travel …

In this paper, we present a comprehensive, in-depth survey of the literature on reinforcement
learning approaches to decision optimization problems in a typical ridesharing system …

With the rapid development of mobile-internet technologies, on-demand ride-sourcing
services have become increasingly popular and largely reshaped the way people travel …

Recently, some third-party integrators attempt to integrate the ride services offered by
multiple independent ride-sourcing platforms. Accordingly, passengers can request ride …

Ridesourcing platforms, such as Uber, Lyft and Didi, are now launching commercial on-
demand ride-pooling programs that enable their affiliated drivers to serve two or more …

As a result of rapid advancements in urban infrastructure and technology, transportation is
transforming a variety of innovative and emerging services. This paper introduces the …

The current revolutions of automation, electrification, and sharing are resha** the way we
travel, with broad implications for future mobility management. While much uncertainty …

Ride-sourcing services are increasingly popular because of their ability to accommodate on-
demand travel needs. A critical issue faced by ride-sourcing platforms is the supply-demand …

Abstract Automated Mobility on Demand (AMoD) is a concept that has recently generated
much discussion. In cases where large-scale adoption of an automated taxi service is …

With the rapid growth of the mobility-on-demand (MoD) market in recent years, ride-hailing
companies have become an important element of the urban mobility system. There are two …