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272 Publications

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In: Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control, IEEE

Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control

Arthur Müller, Vishal Rangras, Tobias Ferfers, Florian Hufen, Lukas Schreckenberg, Jürgen Jasperneite, Georg Schnittker, Michael Waldmann, Maxim Friesen, Marco Wiering
Dec 2021
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In: e & i Elektrotechnik und Informationstechnik, Springer

Alignment of safety and security risk assessments for modular production systems

Marco Ehrlich¹, André Bröring, Dimitri Hader, Torben Auhagen-Meyer, Philip Kleen, Lukasz Wisniewski², Henning Trsek², Jürgen Jasperneite²
Sep 2021
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In: 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE

Classification of Faults in Cyber-Physical Systems with Complex-Valued Neural Networks

Sep 2021
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A Meta-Review on Artificial Intelligence in Product Creation

Ruslan Bernijazov¹, Alexander Dicks, Roman Dumitrescu, Marc Foullois, Jonas Hanselle, Eyke Hüllermeier, Gökce Karakaya, Patrick Ködding, Volker Lohweg, Manuel Malatyali, Friedhelm Meyer auf der Heide, Melina Panzner, Christian Soltenborn²
Aug 2021
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In: The International Journal of Advanced Manufacturing Technology, Springer

Cognitive capabilities for the CAAI in cyber-physical production systems

Jan Strohschein¹, Andreas Fischbach, Andreas Bunte, Jörg Stork, Heide Faeskorn-Woyke, Natalia Moriz, Thomas Bartz-Beielstein
Jun 2021
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In: PyTorch Ecosystem Day

pystiche: A Framework for Neural Style Transfer

Philip Meier¹, Volker Lohweg
Apr 2021
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In: IEEE Access, IEEE

Introduction of a 5G-enabled Architecture for the Realization of Industry 4.0 Use Cases

Michael Gundall¹, Mathias Strufe, Hans D. Schotten, Peter Rost, Christian Markwart, Rolf Blunk, Arne Neumann, Jan Grießbach, Markus Aleksy, Dirk Wübben²
Feb 2021
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In: International Conference on Agents and Artificial Intelligence (ICAART)

Why it is Hard to Find AI in SMEs - A Survey From the Practice and How to Promote it

Andreas Bunte¹, Frank Richter, Rosanna Diovisalvi
Feb 2021
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In: Shaping a globally secure Industrie 4.0 Ecosystem - Enabling international interoperable security policies

Secure Asset Administration Shell exchange with Distributed Ledger Technology

André Bröring¹, Alexander Belyaev, Henning Trsek, Lukasz Wisniewski, Christian Diedrich²
Jan 2021
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Pruritus Intensity Scales across Europe: a prospective validation study

Michael Storck¹, S. Sandmann, Philipp Bruland, Manuel Pedro Pereira, Sabine Steinke, Claudia Riepe, Iñaki Soto-Rey, Sabine Garcovich, Matthias Augustin, Christine Blome, Svetlana Bobko, Franz J. Legat, N. Potekaev, Andrey Lvov, Laurent Misery, Wolfgang Weger, Adam Reich, E. Şavk, Markus Streit, Esther Serra-Baldrich, Jacek C. Szepietowski, Martin Dugas, Sonja Ständer, Claudia Zeidler²
Jan 2021
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In: Journal Computers in Industry, Elsevier's Procedia Computer Science

Heterogeneous and Dependable Networks in Industry - a Survey

Stefano Scanzio¹, Lukasz Wisniewski, Piotr Gaj²
Jan 2021
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In: arXiv e-prints, arXiv

Cognitive Capabilities for the CAAI in Cyber-Physical Production Systems

Jan Strohschein¹, Andreas Fischbach, Andreas Bunte, Heide Faeskorn-Woyke, Natalia Moriz, Thomas Bartz-Beielstein
Dec 2020
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¹ First Authors
² Last authors