Deep reinforcement learning in production systems: a systematic literature review M Panzer, B Bender International Journal of Production Research 60 (13), 4316-4341, 2022 | 193 | 2022 |
Deep Reinforcement Learning In Production Planning And Control: A Systematic Literature Review M Panzer, B Bender, N Gronau https://doi. org/10.15488/11229, 2021 | 26 | 2021 |
Neural agent-based production planning and control: An architectural review M Panzer, B Bender, N Gronau Journal of Manufacturing Systems 65, 743-766, 2022 | 22 | 2022 |
A deep reinforcement learning based hyper-heuristic for modular production control M Panzer, B Bender, N Gronau International Journal of Production Research 62 (8), 2747-2768, 2024 | 15 | 2024 |
Designing an adaptive and deep learning based control framework for modular production systems M Panzer, N Gronau Journal of Intelligent Manufacturing 35 (8), 4113-4136, 2024 | 8 | 2024 |
Enhancing economic efficiency in modular production systems through deep reinforcement learning M Panzer, N Gronau Procedia CIRP 121, 55-60, 2024 | 2 | 2024 |
Assessing generalizability in deep reinforcement learning based assembly: a comprehensive review L Kolb, M Panzer, N Gronau Journal of Intelligent Manufacturing, 1-19, 2024 | | 2024 |
Design of a hyper-heuristics based control framework for modular production systems M Panzer Dissertation, Potsdam, Universität Potsdam, 2024, 2024 | | 2024 |
Increasing Resilience in Factories: The Example of Disturbance Management – A Research Approach N Gronau, M Panzer, J Gonnermann-Müller Schriftenreihe der Wissenschaftlichen Gesellschaft für Arbeits- und …, 2023 | | 2023 |