Lucas Koch

Automated eco-driving in urban scenarios using deep reinforcement learning

Lucas Koch, Markus Eisenbarth, Jakob Andert · Transportation Research Part C Emerging Technologies · 2021 · 130 citations

Computing, Autonomous Systems, Computer Science +14

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

Engineering, Automotive Engineering, Powertrain Engineering +16

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 · 22 citations

Engineering, Automotive Engineering, Electric Vehicle Engineering +16

Automated function development for emission control with deep reinforcement learning

Lucas Koch, Mario Picerno, Kevin Badalian et al. · Engineering Applications of Artificial Intelligence · 2022 · 18 citations

Computing, Computer Science, Artificial Intelligence +10

Longitudinal Vehicle Motion Prediction in Urban Settings With Traffic Light Interaction

Marius Wegener, F. Herrmann, Lucas Koch et al. · IEEE Transactions on Intelligent Vehicles · 2021 · 17 citations

Computing, Automotive Engineering, Computer Science +17