Kevin Badalian

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Energy Consumption

Reinforcement Learning

Embedded Systems

Top Venues

Eng. Appl. Artif. Intell.

Publications

Kevin Badalian, Lucas Koch, Tobias Brinkmann, Mario Picerno, Marius Wegener, Sung-Yong Lee, Jakob Andert
LExCI: A framework for reinforcement learning with embedded systems. Appl. Intell. 54 (17-18) (2024)
Kevin Badalian, Lucas Koch, Tobias Brinkmann, Mario Picerno, Marius Wegener, Sung-Yong Lee, Jakob Andert
LExCI: A Framework for Reinforcement Learning with Embedded Systems. CoRR (2023)
Lucas Koch, Mario Picerno, Kevin Badalian, Sung-Yong Lee, Jakob Andert
Automated function development for emission control with deep reinforcement learning. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Lucas Koch, Tobias Brinkmann, Marius Wegener, Kevin Badalian, Jakob Andert
Adaptive Traffic Light Control With Deep Reinforcement Learning: An Evaluation of Traffic Flow and Energy Consumption. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Mario Picerno, Lucas Koch, Kevin Badalian, Marius Wegener, Joschka Schaub, Charles Robert Koch, Jakob Andert
Transfer of Reinforcement Learning-Based Controllers from Model- to Hardware-in-the-Loop. CoRR (2023)
Lucas Koch, Dominik S. Buse, Marius Wegener, Sven Schoenberg, Kevin Badalian, Falko Dressler, Jakob Andert
Accurate physics-based modeling of electric vehicle energy consumption in the SUMO traffic microsimulator. ITSC (2021)