Dipl.-Inform. Detlef Arend

FB Elektrische Energietechnik

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

Vorabdrucke / Preprints

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

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

Bilal Loukili, "Edge Automation Server – Strategies for Load Balancing and Fault Tolerance", 2025