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Marvin Klimke
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Predicting the Time Until a Vehicle Changes the Lane Using LSTM-based Recurrent Neural Networks
F Wirthmüller, M Klimke, J Schlechtriemen, J Hipp, M Reichert
IEEE Robotics and Automation Letters 6 (2), 2357-2364, 2021
282021
Cooperative Behavior Planning for Automated Driving using Graph Neural Networks
M Klimke, B Völz, M Buchholz
2022 IEEE Intelligent Vehicles Symposium (IV), 167-174, 2022
192022
An Extended Maneuver Coordination Protocol with Support for Urban Scenarios and Mixed Traffic
MB Mertens, J Müller, R Dehler, M Klimke, M Maier, S Gherekhloo, B Völz, ...
2021 IEEE Vehicular Networking Conference (VNC), 32-35, 2021
132021
Automatic Intersection Management in Mixed Traffic Using Reinforcement Learning and Graph Neural Networks
M Klimke, B Völz, M Buchholz
2023 IEEE Intelligent Vehicles Symposium (IV), 2023
82023
An Enhanced Graph Representation for Machine Learning Based Automatic Intersection Management
M Klimke, J Gerigk, B Völz, M Buchholz
2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
82022
A fleet learning architecture for enhanced behavior predictions during challenging external conditions
F Wirthmüller, M Klimke, J Schlechtriemen, J Hipp, M Reichert
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2739-2745, 2020
62020
Integration of Reinforcement Learning Based Behavior Planning With Sampling Based Motion Planning for Automated Driving
M Klimke, B Völz, M Buchholz
2023 IEEE Intelligent Vehicles Symposium (IV), 2023
52023
Convolutive Blind Source Separation with Independent Vector Analysis and Beamforming
A Zamani, M Klimke, G Dartmann, A Schmeink
2019 1st International Conference on Electrical, Control and Instrumentation …, 2019
42019
Drone-based Generation of Sensor Reference and Training Data for Highly Automated Vehicles
R Krajewski, L Vater, M Klimke, T Moers, J Bock, L Eckstein
2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021
12021
Towards Cooperative Maneuver Planning in Mixed Traffic at Urban Intersections
M Klimke, MB Mertens, B Völz, M Buchholz
arXiv preprint arXiv:2403.16478, 2024
2024
Automatisiertes Kreuzungsmanagement im Urbanen Mischverkehr mit Reinforcement Learning
M Klimke, B Völz, M Buchholz
15. Workshop Fahrerassistenz und automatisiertes Fahren FAS 2023, 85-94, 2023
2023
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