Marius Wegener

Automated eco-driving in urban scenarios using deep reinforcement learning

Marius Wegener, Lucas Koch, Markus Eisenbarth et al. · Transportation Research Part C Emerging Technologies · 2021 · 119 citations

Artificial Intelligence, Urban Scenarios, Engineering +5

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

Lucas Koch, Dominik S. Buse, Marius Wegener et al. · 2021 · 30 citations

Automotive Engineering, Engineering, Energy Efficiency +19

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

Markus Eisenbarth, Marius Wegener, R. Scheer et al. · IEEE Vehicular Technology Magazine · 2020 · 23 citations

Automotive Engineering, Engineering, Traffic Flow +17

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

Thorsten Plum, Marius Wegener, Markus Eisenbarth et al. · Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering · 2018 · 21 citations

Automotive Engineering, Energy Efficient Drive, Engineering +15

Adaptive Traffic Light Control With Deep Reinforcement Learning: An Evaluation of Traffic Flow and Energy Consumption

Lucas Koch, Tobias Brinkmann, Marius Wegener et al. · IEEE Transactions on Intelligent Transportation Systems · 2023 · 20 citations

Engineering, Traffic Flow, Education +20