Analyzing Students' Mental Models of Technical Systems. - Birgit Vogel-Heuser; Frieder Loch; Sarah I. Hofer; Eva-Maria Neumann; Frank Reinhold; Sarah Scheuerer; Jonas Zinn; Kristina M. Reiss (INDIN, 2019)

A Qualitative Study of Industry 4.0 Use Cases and their Implementation in Electronics Manufacturing. - Jonas Zinn; Birgit Vogel-Heuser (INDIN, 2019)

Deep Q-learning for the Control of PLC-based Automated Production Systems. - Jonas Zinn; Birgit Vogel-Heuser; Paulina Ockier (CASE, 2020)

Modular Production Control with Multi-Agent Deep Q-Learning. - Dennis Gankin; Sebastian Mayer; Jonas Zinn; Birgit Vogel-Heuser; Christian Endisch (ETFA, 2021)

Hierarchical Reinforcement Learning for Waypoint-based Exploration in Robotic Devices. - Jonas Zinn; Birgit Vogel-Heuser; Fabian Schuhmann; Luis Alberto Cruz Salazar (INDIN, 2021)