Lucas Koch

According to our database, Lucas Koch authored at least 10 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

LExCI: A framework for reinforcement learning with embedded systems.

Kevin Badalian, Lucas Koch, Tobias Brinkmann, Mario Picerno, Marius Wegener, Sung-Yong Lee, Jakob Andert

Appl. Intell., September, 2024

2023

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

Lucas Koch, Tobias Brinkmann, Marius Wegener, Kevin Badalian, Jakob Andert

IEEE Trans. Intell. Transp. Syst., December, 2023

Longitudinal Vehicle Motion Prediction in Urban Settings With Traffic Light Interaction.

Marius Wegener, Florian Herrmann, Lucas Koch, Rene Savelsberg, Jakob Andert

IEEE Trans. Intell. Veh., January, 2023

Automated function development for emission control with deep reinforcement learning.

Lucas Koch, Mario Picerno, Kevin Badalian, Sung-Yong Lee, Jakob Andert

Eng. Appl. Artif. Intell., 2023

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

Mario Picerno, Lucas Koch, Kevin Badalian, Marius Wegener, Joschka Schaub, Charles Robert Koch, Jakob Andert

CoRR, 2023

2021

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

Lucas Koch, Dominik S. Buse, Marius Wegener, Sven Schoenberg, Kevin Badalian, Falko Dressler, Jakob Andert

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020

Environment Perception and Object Tracking for Autonomous Vehicles in a Harbor Scenario.

Jiaying Lin, Lucas Koch, Martin Kurowski, Jan-Jöran Gehrt, Dirk Abel, René Zweigel

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2016

Design and evaluation of an interactive training system for scrub nurses.

Bernhard Glaser, Tobias Schellenberg, Lucas Koch, Mathias Hofer, Susanne Modemann, Patrick Dubach, Thomas Neumuth

Int. J. Comput. Assist. Radiol. Surg., 2016

2015

Web-tool to Support Medical Experts in Probabilistic Modelling Using Large Bayesian Networks With an Example of Hinosinusitis.

Mario A. Cypko, David Hirsch, Lucas Koch, Matthaeus Stoehr, Gero Strauss, Kerstin Denecke

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

"Not these scissors, the other scissors." - A multi-center study comparing surgical instrument descriptions used by scrub nurses.

Bernhard Glaser, Tobias Schellenberg, Lucas Koch, Mathias Hofer, Susanne Modemann, Patrick Dubach, Thomas Neumuth

Proceedings of the 17th International Conference on E-health Networking, 2015