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Marlon Löppenberg
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 7
Top Topics
Production System
Code Generation
Evolutionary Algorithm
Goal State
Top Venues
CoRR
INDIN
Robotics Comput. Integr. Manuf.
ICIT
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Publications
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Steve Yuwono
,
Marlon Löppenberg
,
Dorothea Schwung
,
Andreas Schwung
Gradient-based Learning in State-based Potential Games for Self-Learning Production Systems.
CoRR
(2024)
Marlon Löppenberg
,
Hendrik Klopries
,
Jonas Bartsch
,
Andreas Schwung
Foreign Object Separation in Bulk Good Systems Using Machine Learning and Image Processing.
ICIT
(2024)
Marlon Löppenberg
,
Steve Yuwono
,
Mochammad Rizky Diprasetya
,
Andreas Schwung
Dynamic robot routing optimization: State-space decomposition for operations research-informed reinforcement learning.
Robotics Comput. Integr. Manuf.
90 (2024)
Steve Yuwono
,
Marlon Löppenberg
,
Detlef Arend
,
Mochammad Rizky Diprasetya
,
Andreas Schwung
MLPro-MPPS - A high-performance simulation framework for customizable production systems.
Softw. Impacts
16 (2023)
Marlon Löppenberg
,
Andreas Schwung
Self Optimisation and Automatic Code Generation by Evolutionary Algorithms in PLC based Controlling Processes.
INDIN
(2023)
Mochammad Rizky Diprasetya
,
Steve Yuwono
,
Marlon Löppenberg
,
Andreas Schwung
Integration of ABB Robot Manipulators and Robot Operating System for Industrial Automation.
INDIN
(2023)
Marlon Löppenberg
,
Andreas Schwung
Self Optimisation and Automatic Code Generation by Evolutionary Algorithms in PLC based Controlling Processes.
CoRR
(2023)