@inproceedings{SchiendorferLassnerAndersetal.2015, author = {Schiendorfer, Alexander and Lassner, Christoph and Anders, Gerrit and Reif, Wolfgang and Lienhart, Rainer}, title = {Active Learning for Abstract Models of Collectives}, booktitle = {ARCS 2015 - 28th International Conference on Architecture of Computing Systems, Workshop Proceedings}, editor = {Cardoso, Jo{\~a}o M. P.}, publisher = {VDE Verlag}, address = {Berlin}, isbn = {978-3-8007-3657-7}, url = {https://www.vde-verlag.de/proceedings-de/563657010.html}, year = {2015}, language = {en} } @inproceedings{LodesSchiendorfer2024, author = {Lodes, Lukas and Schiendorfer, Alexander}, title = {A multi-layer machine learning architecture for near real-time inference in manufacturing based on Apache Kafka and selective classification}, booktitle = {2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)}, editor = {Facchinetti, Tullio and Cenedese, Angelo and Lo Bello, Lucia and Vitturi, Stefano and Sauter, Thilo and Tramarin, Federico}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3503-6123-0}, doi = {https://doi.org/10.1109/ETFA61755.2024.10711030}, year = {2024}, language = {en} } @inproceedings{SteffelBockSchiendorfer2025, author = {Steffel, Pauline and Bock, J{\"u}rgen and Schiendorfer, Alexander}, title = {Towards a Configurable and Reusable RL Training Infrastructure for AMRs in ROS2}, booktitle = {2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)}, editor = {Almeida, Luis and Indria, Marina and de Sousa, Mario and Visioli, Antonio and Ashjaei, Mohammad and Santos, Pedro}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3315-5383-8}, doi = {https://doi.org/10.1109/ETFA65518.2025.11205702}, year = {2025}, language = {en} } @inproceedings{DachtlerSchiendorfer2025, author = {Dachtler, Kristina and Schiendorfer, Alexander}, title = {A Framework to integrate Machine Learning Decision Preferences in Manufacturing Use Cases}, booktitle = {2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)}, editor = {Almeida, Luis and Indria, Marina and de Sousa, Mario and Visioli, Antonio and Ashjaei, Mohammad and Santos, Pedro}, publisher = {IEEE}, address = {Piscataway}, isbn = {979-8-3315-5383-8}, doi = {https://doi.org/10.1109/ETFA65518.2025.11205573}, year = {2025}, language = {en} } @inproceedings{DachtlerOrtnerFerrietal.2023, author = {Dachtler, Kristina and Ortner, Michael and Ferri, Massimo and Eberst, Christof and Schiendorfer, Alexander}, title = {Data-centric and Goal-oriented AI for Robotic Repair Tasks}, booktitle = {ISR Europe 2023, 56th International Symposium on Robotics, in cooperation with Fraunhofer IPA September 26 - 27, 2023 in Stuttgart}, publisher = {VDE Verlag}, address = {Berlin}, isbn = {978-3-8007-6141-8}, year = {2023}, language = {en} }