• Zinn, Jonas; Vogel-Heuser, Birgit; Gruber, Marius: Fault-Tolerant Control of Programmable Logic Controller-Based Production Systems With Deep Reinforcement Learning. Journal of Mechanical Design 143 (7), 2021 mehr…
• Zinn, Jonas; Vogel-Heuser, Birgit; Schuhmann, Fabian; Cruz Salazar, Luis Alberto: Hierarchical Reinforcement Learning for Waypoint-based Exploration in Robotic Devices. 2021 IEEE 19th International Conference on Industrial Informatics (INDIN), IEEE, 2021 mehr…
• Zinn, Jonas; Vogel-Heuser, Birgit: Utilizing AutomationML data on system topology for fault diagnosis with Case-Based Reasoning. 21st IFAC World Congress in Berlin, Germany, July 12-17, 2020, 2020 mehr…
• Zinn, Jonas; Ockier, Paulina; Vogel-Heuser, Birgit: Deep Q-learning for the Control of special-purpose Automated Production Systems. 16th International Conference on Automation Science and Engineering (Case 2020), 2020 mehr…
• Vogel-Heuser, Birgit; Loch, Frieder; Hofer, Sarah; Neumann, Eva-Maria; Reinhold, Frank; Scheuerer, Sarah; Zinn, Jonas; Reiss, Kristina: Analyzing Students' Mental Models of Technical Systems. 17th IEEE International Conference on Industrial Informatics (IEEE INDIN), 2019 mehr…
• Zinn, Jonas; Vogel-Heuser, Birgit: A Qualitative Study of Industry 4.0 Use Cases and their Implementation in Electronics Manufacturing. 17th IEEE International Conference on Industrial Informatics (IEEE INDIN), 2019 mehr…