Steve Yuwono

19 papers C 4Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Integrating Deep Model-Based Learning With Modular State-Based Stackelberg Games for Self-Optimizing Distributed Production Systems.
IEEE Trans. Cybern.
Steve Yuwono, Andreas Schwung, Dorothea Schwung
2025 J jnl
Distributed Stackelberg Strategies in State-Based Potential Games for Autonomous Decentralized Learning Manufacturing Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Steve Yuwono, Dorothea Schwung, Andreas Schwung
2025 J jnl
Real Time Self-Tuning Adaptive Controllers on Temperature Control Loops using Event-based Game Theory.
CoRR
Steve Yuwono, Muhammad Uzair Rana, Dorothea Schwung, Andreas Schwung
2025 — conf
Towards Agile Factory Automation: Integrating ABB Robot Manipulators, 3D Machine Vision Cameras, and Robot Operating System.
ICARA
Steve Yuwono, Marlon Löppenberg, Jakob Steenweg, Carsten Cruse, Andreas Schwung
2024 J jnl
Distributed Stackelberg Strategies in State-based Potential Games for Autonomous Decentralized Learning Manufacturing Systems.
CoRR
Steve Yuwono, Dorothea Schwung, Andreas Schwung
2024 J jnl
Dynamic robot routing optimization: State-space decomposition for operations research-informed reinforcement learning.
Robotics Comput. Integr. Manuf.
Marlon Löppenberg, Steve Yuwono, Mochammad Rizky Diprasetya, Andreas Schwung
2024 C conf
Gradient-based Learning in State-based Potential Games for Self-Learning Production Systems.
IECON
Steve Yuwono, Marlon Löppenberg, Dorothea Schwung, Andreas Schwung
2024 J jnl
Gradient-based Learning in State-based Potential Games for Self-Learning Production Systems.
CoRR
Steve Yuwono, Marlon Löppenberg, Dorothea Schwung, Andreas Schwung
2024 J jnl
MLPro-GT-game theory and dynamic games modeling in Python.
SoftwareX
Steve Yuwono, Detlef Arend, Andreas Schwung
2024 J jnl
Self-optimization in distributed manufacturing systems using Modular State-based Stackelberg Games.
CoRR
Steve Yuwono, Ahmar Kamal Hussain, Dorothea Schwung, Andreas Schwung
2024 J jnl
Transfer learning of state-based potential games for process optimization in decentralized manufacturing systems.
CoRR
Steve Yuwono, Dorothea Schwung, Andreas Schwung
2023 C conf
A Model-Based Deep Learning Approach for Self-Learning in Smart Production Systems.
ETFA
Steve Yuwono, Andreas Schwung
2023 C conf
Integration of ABB Robot Manipulators and Robot Operating System for Industrial Automation.
INDIN
Mochammad Rizky Diprasetya, Steve Yuwono, Marlon Löppenberg, Andreas Schwung
2023 J jnl
MLPro-MPPS - A high-performance simulation framework for customizable production systems.
Softw. Impacts
Steve Yuwono, Marlon Löppenberg, Detlef Arend, Mochammad Rizky Diprasetya, Andreas Schwung
2023 — conf
Model Predictive Control with Adaptive PLC-based Policy on Low Dimensional State Representation for Industrial Applications.
MED
Steve Yuwono, Andreas Schwung
2023 J jnl
PLC-Informed Distributed Game Theoretic Learning of Energy-Optimal Production Policies.
IEEE Trans. Cybern.
Dorothea Schwung, Steve Yuwono, Andreas Schwung, Steven X. Ding
2022 J jnl
MLPro - An integrative middleware framework for standardized machine learning tasks in Python.
Softw. Impacts
Detlef Arend, Mochammad Rizky Diprasetya, Steve Yuwono, Andreas Schwung
2022 C conf
The Impact of Communication and Memory in State-Based Potential Game-based Distributed Optimization.
INDIN
Steve Yuwono, Andreas Schwung, Dorothea Schwung
2021 J jnl
Decentralized learning of energy optimal production policies using PLC-informed reinforcement learning.
Comput. Chem. Eng.
Dorothea Schwung, Steve Yuwono, Andreas Schwung, Steven X. Ding