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Steve Yuwono
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 8
Top Topics
Robot Manipulators
Learning Tasks
Optimal Production
Industrial Applications
Top Venues
Softw. Impacts
INDIN
IEEE Trans. Cybern.
MED
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Publications
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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)
Steve Yuwono
,
Andreas Schwung
Model Predictive Control with Adaptive PLC-based Policy on Low Dimensional State Representation for Industrial Applications.
MED
(2023)
Dorothea Schwung
,
Steve Yuwono
,
Andreas Schwung
,
Steven X. Ding
PLC-Informed Distributed Game Theoretic Learning of Energy-Optimal Production Policies.
IEEE Trans. Cybern.
53 (9) (2023)
Steve Yuwono
,
Andreas Schwung
A Model-Based Deep Learning Approach for Self-Learning in Smart Production Systems.
ETFA
(2023)
Mochammad Rizky Diprasetya
,
Steve Yuwono
,
Marlon Löppenberg
,
Andreas Schwung
Integration of ABB Robot Manipulators and Robot Operating System for Industrial Automation.
INDIN
(2023)
Detlef Arend
,
Mochammad Rizky Diprasetya
,
Steve Yuwono
,
Andreas Schwung
MLPro - An integrative middleware framework for standardized machine learning tasks in Python.
Softw. Impacts
14 (2022)
Steve Yuwono
,
Andreas Schwung
,
Dorothea Schwung
The Impact of Communication and Memory in State-Based Potential Game-based Distributed Optimization.
INDIN
(2022)
Dorothea Schwung
,
Steve Yuwono
,
Andreas Schwung
,
Steven X. Ding
Decentralized learning of energy optimal production policies using PLC-informed reinforcement learning.
Comput. Chem. Eng.
152 (2021)