1 citations · 1 across the 5 of their papers we have counts for
6 papers
Noise-induced stop-and-go traffic dynamics: Modelling and control
Raphael Korbmacher, Parthib Khound, Antoine Tordeux +1
Stop-and-go waves in traffic flow are captivating collective phenomena with important safety and environmental consequences. While classical theories attribute these oscillations t…
Emergent Cooperative Driving Strategies for Stop-and-Go Wave Mitigation via Multi-Agent Reinforcement Learning
Raphael Korbmacher, Daniel Straub, Antoine Tordeux +1
Stop-and-go waves in traffic flow pose a persistent challenge, compromising safety, efficiency, and environmental sustainability. This paper introduces a novel mitigation strategy…
Understanding Collective Stability of ACC Systems: From Theory to Real-World Observations
Raphael Korbmacher, Parthib Khound, Antoine Tordeux
Autonomated vehicles (AVs) are expected to have a profound impact on society, with high expectations for their potential benefits. One key anticipated benefit is the reduction of t…
Dense Crowd Dynamics and Pedestrian Trajectories: A Multiscale Field Study at the Fête des Lumières in Lyon
Oscar Dufour, Huu-Tu Dang, Jakob Cordes +5
We present one of the first comprehensive field datasets capturing dense pedestrian dynamics across multiple scales, ranging from macroscopic crowd flows over distances of several…
Time-continuous microscopic pedestrian models: an overview
Raphael Korbmacher, Alexandre Nicolas, Antoine Tordeux +1
We give an overview of time-continuous pedestrian models with a focus on data-driven modelling. Starting from pioneer, reactive force-based models we move forward to modern, active…
Predicting pedestrian trajectories at different densities: A multi-criteria empirical analysis
Raphael Korbmacher, Huu-Tu Dang, Antoine Tordeux
Predicting human trajectories is a challenging task due to the complexity of pedestrian behavior, which is influenced by external factors such as the scene's topology and interacti…