Road pricing is an urban traffic management mechanism to reduce traffic congestion.
Currently, most of the road pricing systems based on predefined charging tolls fail to …

Pricing is essential in optimizing transportation resource allocation. Congestion pricing is
widely used to reduce urban traffic congestion. We propose and investigate a novel …

This article develops a deep reinforcement learning (Deep-RL) framework for dynamic
pricing on managed lanes with multiple access locations and heterogeneity in travelers' …

People have been working long to tackle the traffic congestion problem. Among the different
measures, traffic tolling has been recognized as an effective way to mitigate citywide …

Over the past decades, Electronic Toll Collection (ETC) systems have been proved the
capability of alleviating traffic congestion in urban areas. Dynamic Electronic Toll Collection …

In Internet-of-Vehicles (IoV) ecosystems, intelligent toll gates (ITGs) connect nearby
metropolitan cities through smart highways. At ITGs, existing solutions integrate blockchain …

In transportation networks, users typically choose routes in a decentralized and self-
interested manner to minimize their individual travel costs, which, in practice, often results in …

This paper proposes a self-learning approach to determine optimal pricing strategies for
high-occupancy/toll lane operations. The approach learns recursively motorists' willingness …

Congestion pricing has been promoted by economists and transportation researchers as
one of the most efficient means to mitigate traffic congestion. When tolls implemented on …

As a freeway operational management strategy, High-Occupancy Toll (HOT) lanes have
been deployed to manage the demand for High-Occupancy Vehicle (HOV) lanes by …