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Steve Yuwono

Observed name: Yuwono, Steve
ORCID: 0000-0001-7570-2726
Observed ORCID: 0000-0001-7570-2726
OpenAlex ID: A5077331410
Decentralized learning of energy optimal production policies using PLC-informed reinforcement learning
2021 · Dorothea Schwung, Steve Yuwono, et al. · Computers & Chemical Engineering · 31
MLPro 1.0 - Standardized reinforcement learning and game theory in Python
2022 · Detlef Arend, Steve Yuwono, et al. · Machine Learning with Applications · 25
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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 · 22
PLC-Informed Distributed Game Theoretic Learning of Energy-Optimal Production Policies
2022 · Dorothea Schwung, Steve Yuwono, et al. · IEEE Transactions on Cybernetics · 17
Model-based learning on state-based potential games for distributed self-optimization of manufacturing systems
2023 · Steve Yuwono, Andreas Schwung · Journal of Manufacturing Systems · 16
MLPro — An integrative middleware framework for standardized machine learning tasks in Python
2022 · Detlef Arend, Mochammad Rizky Diprasetya, et al. · Software Impacts · 15
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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
Distributed Stackelberg Strategies in State-Based Potential Games for Autonomous Decentralized Learning Manufacturing Systems
2025 · Steve Yuwono, Dorothea Schwung, et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 11
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Self-optimization in distributed manufacturing systems using Modular State-based Stackelberg games
2025 · Steve Yuwono, Ahmar Kamal Hussain, et al. · Journal of Manufacturing Systems · 10
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
A Model-Based Deep Learning Approach for Self-Learning in Smart Production Systems
2023 · Steve Yuwono, Andreas Schwung · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) · 7
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) · 6
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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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The Impact of Communication and Memory in State-Based Potential Game-based Distributed Optimization
2022 · Steve Yuwono, Andreas Schwung, et al. · IEEE International Conference on Industrial Informatics (INDIN) · 6
Transfer learning of state-based potential games for process optimization in decentralized manufacturing systems
2025 · Steve Yuwono, Dorothea Schwung, et al. · Computers in Industry · 5
Integrating Deep Model-Based Learning With Modular State-Based Stackelberg Games for Self-Optimizing Distributed Production Systems
2025 · Steve Yuwono, Andreas Schwung, et al. · IEEE Transactions on Cybernetics · 3
Model Predictive Control with Adaptive PLC-based Policy on Low Dimensional State Representation for Industrial Applications
2023 · Steve Yuwono, Andreas Schwung · Mediterranean Conference on Control and Automation (MED) · 3
MLPro 2.0 - Online machine learning in Python
2025 · Detlef Arend, Laxmikant Shrikant Baheti, et al. · Machine Learning with Applications · 2
Multi-Agent Transfer Learning Based on Evolutionary Algorithms and Dynamic Grid Structures for Industrial Applications
2026 · Marlon Löppenberg, Steve Yuwono, et al. · AI · 1
Distributed Optimization of Modular Production Systems using Model-based Reinforcement Learning with Inverse Models
2026 · Schwung, Andreas, Yuwono, Steve, et al. · arXiv (Cornell University)
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Dynamic Game-Theoretic Framework for Distributed Self-Learning in Manufacturing Systems
2026 · Yuwono, Steve · Publikationsserver der FH Südwestfalen
Sim2Real Policy Transfer in Distributed Systems Using State-Based Potential Games
2026 · Steve Yuwono, Rihan Musthafa, et al. · AI for Engineering
Automated leaders and followers selection in Stackelberg games for modular manufacturing systems
2025 · Steve Yuwono, Dorothea Schwung, et al. · Journal of Intelligent Manufacturing
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Real Time Self-Tuning Adaptive Controllers on Temperature Control Loops using Event-based Game Theory
2025 · Yuwono, Steve, Rana, Muhammad Uzair, et al. · arXiv (Cornell University)
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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: 44
Citation count: 216
H-index: 10
I10-index: 10
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