Identification of Superior Improvement Trajectories for Production Lines via Simulation-Based Optimization with Reinforcement Learning

Günther Schuh, Andreas Gützlaff, Matthias Schmidhuber, Jan Maetschke, Max Barkhausen, Narendiran Sivanesan. Identification of Superior Improvement Trajectories for Production Lines via Simulation-Based Optimization with Reinforcement Learning. In Alexandre Dolgui, Alain Bernard, David Lemoine, Gregor von Cieminski, David Romero 0001, editors, Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems - IFIP WG 5.7 International Conference, APMS 2021, Nantes, France, September 5-9, 2021, Proceedings, Part V. Volume 634 of IFIP Advances in Information and Communication Technology, pages 405-413, Springer, 2021. [doi]