Dipl.-Inform. Detlef Arend
FB Elektrische Energietechnik

Automatisierungstechnik und lernende Systeme
Zur Person / About me
Forschung / Research
- Online Machine Learning
- Reinforcement Learning
- Scientific Software Design/Development
- Sustainable AI Applications
Projekte / Projects
Publikationen / Publications
Veröffentlicht / Published
- Detlef Arend, Steve Yuwono, Mochammad Rizky Diprasetya, Andreas Schwung: " MLPro 1.0 - Standardized reinforcement learning and game theory in Python", Machine Learning with Applications, 2022, ISSN 2666-8270
- Detlef Arend, Mochammad Rizky Diprasetya, Steve Yuwono, Andreas Schwung: " MLPro–An integrative middleware framework for standardized machine learning tasks in Python", Software Impacts, 2022
- Steve Yuwono, Marlon Löppenberg, Detlef Arend, Mochammad Rizky Diprasetya, Andreas Schwung: " MLPro-MPPS—A high-performance simulation framework for customizable production systems", Software Impacts, 2023
- Steve Yuwono, Marlon Löppenberg, Detlef Arend, Mochammad Rizky Diprasetya, Andreas Schwung: " MLPro-MPPS - A Versatile and Configurable Production Systems Simulator in Python", IEEE 2nd Industrial Electronics Society Annual On-Line Conference (ONCON), 2023
- Steve Yuwono, Detlef Arend, Andreas Schwung: " MLPro-GT-game theory and dynamic games modeling in Python", Software X 28(15):101956, 2024
- Detlef Arend, Andreas Schwung: " Online-adaptive data stream processing via cascaded and reverse adaptation", Preprint
- Detlef Arend, Amerik Toni Singh Padda, Andreas Schwung: " Online-adaptive PID control using Reinforcement Learning", Preprint
- Detlef Arend, Laxmikant Shrikant Baheti, Steve Yuwono, Syamraj P Satheesh Kumar, Andreas Schwung: " MLPro 2.0 - Online machine learning in Python", Preprint
Masterarbeiten / Master's Theses
- Laxmikant Shrikant Baheti, " Adaptive State Based Systems", 2023
- Syamraj Purushamparambil Satheesh Kumar, "Online-Adaptive Cluster-based Anomaly Detection", 2024
- Amerik Toni Singh Padda, "Online-adaptive PID-Regler", 2024
- Ayanka Devindi Senevirathna, "Detection of anomalies and drifts based on reverse adapting cluster analysis", 2025
Bachelorarbeiten / Bachelor's Theses
- Bilal Loukili, "Edge Automation Server – Strategies for Load Balancing and Fault Tolerance", 2025