Multi-Objective Design Space Exploration for the Integration of Advanced Analytics in Cyber-Physical Production Systems. - Romuald Jupiter Bakakeu Ngassam; Jonathan Fuchs; Tallal Javied; Matthias Brossog; Jörg Franke; Hans-Henning Klos; Werner Eberlein; Schirin Tolksdorf; Jörn Peschke; Lars Jahn (IEEM, 2018)

Multi-Agent Reinforcement Learning for Job Shop Scheduling in Flexible Manufacturing Systems. - Schirin Baer; Jupiter Bakakeu; Richard Meyes; Tobias Meisen (AI4I, 2019)

Automated Reasoning and Knowledge Inference on OPC UA Information Models. - Jupiter Bakakeu; Matthias Brossog; Jochen Zeitler; Jörg Franke; Schirin Tolksdorf; Hans-Henning Klos; Jörn Peschke (ICPS, 2019)

Reasoning over OPC UA Information Models using Graph Embedding and Reinforcement Learning. - Jupiter Bakakeu; Franziska Schäfer; Jörg Franke; Schirin Baer; Hans-Henning Klos; Jörn Peschke (AI4I, 2020)

Using Reinforcement Learning for Optimization of a Workpiece Clamping Position in a Machine Tool. - Vladimir Samsonov; Chrismarie Enslin; Hans-Georg Köpken; Schirin Baer; Daniel Lütticke (ICEIS (1), 2020)

Global Reward Design for Cooperative Agents to Achieve Flexible Production Control under Real-time Constraints. - Sebastian Pol; Schirin Baer; Danielle Turner; Vladimir Samsonov; Tobias Meisen (ICEIS (1), 2021)

Optimisation of a Workpiece Clamping Position with Reinforcement Learning for Complex Milling Applications. - Chrismarie Enslin; Vladimir Samsonov; Hans-Georg Köpken; Schirin Bär; Daniel Lütticke (LOD, 2021)

Generic multi-agent reinforcement learning approach for flexible job-shop scheduling. - Schirin Bär (Springer Vieweg, 2022)