Marius Wegener

A simulation-based case study for powertrain efficiency improvement by automated driving functions

S. Pischinger, J. Andert, Thorsten Plum, 2018, Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering.

Accurate physics-based modeling of electric vehicle energy consumption in the SUMO traffic microsimulator

Jakob Andert, Dominik S. Buse, Sven Schoenberg, 2021, 2021 IEEE International Intelligent Transportation Systems Conference (ITSC).

Longitudinal Vehicle Motion Prediction in Urban Settings With Traffic Light Interaction

J. Andert, F. Herrmann, Marius Wegener, 2023, IEEE Transactions on Intelligent Vehicles.

Toward Smart Vehicle-to-Everything-Connected Powertrains: Driving Real Component Test Benches in a Fully Interactive Virtual Smart City

Falko Dressler, Florian Klingler, Peter Reinold, 2021, IEEE Vehicular Technology Magazine.

Automated eco-driving in urban scenarios using deep reinforcement learning

Jakob Andert, Markus Eisenbarth, Lucas Koch, 2021 .

Transfer of Reinforcement Learning-Based Controllers from Model- to Hardware-in-the-Loop

Marius Wegener, Joschka Schaub, Mario Picerno, 2023, ArXiv.

LExCI: A Framework for Reinforcement Learning with Embedded Systems

Marius Wegener, Mario Picerno, Lucas Koch, 2023, Applied Intelligence.