Freeway traffic control is a broad research area, not only interesting for its applicative
perspective, but also highly motivating for theoretical investigations. This research topic has …

The trend of increasing traffic demand is causing congestion on existing urban roads,
including urban motorways, resulting in a decrease in Level of Service (LoS) and safety, and …

Connected and automated vehicles (CAVs) have the potential to improve safety by reducing
and mitigating traffic accidents. They can also provide opportunities to reduce transportation …

Recognition of necessities of connected and automated vehicles (CAVs) is gaining
momentum. CAVs can improve both transportation network efficiency and safety through …

On-ramp merging is a challenging task for autonomous vehicles (AVs), especially in mixed
traffic where AVs coexist with human-driven vehicles (HDVs). In this paper, we formulate the …

This paper proposes a physics-informed reinforcement learning (RL)-based ramp metering
strategy, which trains the RL model using a combination of historic data and synthetic data …

Connected and automated vehicles (CAVs) show great potential to improve both traffic
efficiency and safety by sharing information. This paper addresses the problem of …

Vehicle merging is one of the main causes of reduced traffic efficiency, increased risk of
collision, and fuel consumption. Connected and automated vehicles (CAVs) can improve …

Perimeter control regulates the traffic flows between different regions of a road network by
coordinating the signal timings at region boundaries with the aim of improving the overall …

Two traffic steams merging at a mainline-ramp intersection often leads to recurrent traffic
accidents, delays, oscillations and pollution. Existing literature shows that we still lack …