DS
Dorothea Schwung
cs.AIcs.GTcs.LGcs.MAcs.SYeess.SY
On Valency
published · living versionsW_pqr8rkdk·v1 · currentpublished
Distributed Optimization of Modular Production Systems using Model-based Reinforcement Learning with Inverse Models
with Andreas Schwung, Steve Yuwono, Sofiene Lassoued
1 version
Preprints & journals
9 papers in the corpus · 2022–2026Distributed Optimization of Modular Production Systems using Model-based Reinforcement Learning with Inverse Models2609.11615v1 · Andreas Schwung, Steve Yuwono, Sofiene Lassoued et al.2026 · 0 citationsarXivon Valency
Integrating Deep Model-Based Learning With Modular State-Based Stackelberg Games for Self-Optimizing Distributed Production Systems.40996999 · Yuwono, Steve, Schwung, Andreas, Schwung, Dorothea2025 · 3 citationsIEEE transactions on cybernetics. 2026;56(1):3-14
Real Time Self-Tuning Adaptive Controllers on Temperature Control Loops using Event-based Game Theory2506.13164v1 · Steve Yuwono, Muhammad Uzair Rana, Dorothea Schwung et al.2025 · 0 citationsarXiv
Self-optimization in distributed manufacturing systems using Modular State-based Stackelberg Games2410.22912v1 · Steve Yuwono, Ahmar Kamal Hussain, Dorothea Schwung et al.2024 · 10 citationsarXiv
Transfer learning of state-based potential games for process optimization in decentralized manufacturing systems2408.05992v3 · Steve Yuwono, Dorothea Schwung, Andreas Schwung2024 · 5 citationsarXiv
Distributed Stackelberg Strategies in State-based Potential Games for Autonomous Decentralized Learning Manufacturing Systems2408.06397v1 · Steve Yuwono, Dorothea Schwung, Andreas Schwung2024 · 11 citationsarXiv
Gradient-based Learning in State-based Potential Games for Self-Learning Production Systems2406.10015v1 · Steve Yuwono, Marlon Loppenberg, Dorothea Schwung et al.2024 · 6 citationsarXiv
PLC-Informed Distributed Game Theoretic Learning of Energy-Optimal Production Policies.35731749 · Schwung, Dorothea, Yuwono, Steve, Schwung, Andreas et al.2023 · 17 citationsIEEE transactions on cybernetics. 2023;53(9):5424-5435
Distributed Self-Optimization of Modular Production Units: A State-Based Potential Game Approach.32726287 · Schwung, Dorothea, Schwung, Andreas, Ding, Steven X2022 · 30 citationsIEEE transactions on cybernetics. 2022;52(4):2174-2185
Career total: 29 works. 9 are in this corpus.
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