Graph-Based Adversarial Imitation Learning for Predicting Human Driving Behavior, 2024 IEEE Intelligent Vehicles Symposium (IV)
Panoptic Segmentation from Stitched Panoramic View for Automated Driving, 2024 IEEE Intelligent Vehicles Symposium (IV)
Safety Reinforced Model Predictive Control (SRMPC): Improving MPC with Reinforcement Learning for Motion Planning in Autonomous Driving, 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
Research Experience
Professor, Dr.-Ing.; works at the Karlsruhe Institute of Technology (KIT) in the Institute for Measurement and Control Technology.
Background
Head of the Institute for Measurement and Control Technology; research interests include perception and scene understanding, multi-sensor calibration, localization and mapping, decision making and trajectory planning, railway traffic.
Miscellany
Office hours: Summer semester: Monday 12:00-13:00 (please register in advance); Winter semester: Tuesday 15:00-16:00 (please register in advance).