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Marlon Löppenberg

Observed name: Löppenberg, Marlon
ORCID: 0000-0001-7155-9395
Observed ORCID: 0000-0001-7155-9395
OpenAlex ID: A5075866762
Dynamic robot routing optimization: State–space decomposition for operations research-informed reinforcement learning
2024 · Marlon Löppenberg, Steve Yuwono, et al. · Robotics and Computer-Integrated Manufacturing · 27
Integration of ABB Robot Manipulators and Robot Operating System for Industrial Automation
2023 · Mochammad Rizky Diprasetya, Steve Yuwono, et al. · IEEE International Conference on Industrial Informatics (INDIN) · 14
Self Optimisation and Automatic Code Generation by Evolutionary Algorithms in PLC based Controlling Processes
2023 · Marlon Löppenberg, Andreas Schwung · IEEE International Conference on Industrial Informatics (INDIN) · 13
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Gradient-based Learning in State-based Potential Games for Self-Learning Production Systems
2024 · Steve Yuwono, Marlon Löppenberg, et al. · Annual Conference of the IEEE Industrial Electronics Society (IECON) · 10
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MLPro-MPPS - A Versatile and Configurable Production Systems Simulator in Python
2023 · Steve Yuwono, Marlon Löppenberg, et al. · IEEE Industrial Electronics Society Annual On-Line Conference (ONCON) · 10
MLPro-MPPS—A high-performance simulation framework for customizable production systems
2023 · Steve Yuwono, Marlon Löppenberg, et al. · Software Impacts · 6
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Structured Graph Generation by Evolutionary Algorithm for Program Code Development
2024 · Marlon Löppenberg, Andreas Schwung · Annual Conference of the IEEE Industrial Electronics Society (IECON) · 4
Efficient Heat Generation Systems Through Transformer and Recurrent Neural Forecasting Combined With Mixed-Integer Predictive Control
2026 · Diyar Altinses, Marlon Löppenberg, et al. · IEEE Transactions on Control Systems Technology · 1
Multi-Agent Transfer Learning Based on Evolutionary Algorithms and Dynamic Grid Structures for Industrial Applications
2026 · Marlon Löppenberg, Steve Yuwono, et al. · AI · 1
Foreign Object Separation in Bulk Good Systems Using Machine Learning and Image Processing
2024 · Marlon Löppenberg, Hendrik Klopries, et al. · IEEE International Conference on Industrial Technology (ICIT) · 1
Towards Agile Factory Automation: Integrating ABB Robot Manipulators, 3D Machine Vision Cameras, and Robot Operating System
2025 · Steve Yuwono, Marlon Löppenberg, et al. · International Conference on Automation, Robotics and Applications
Works count: 13
Citation count: 88
H-index: 6
I10-index: 5
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