Steve Yuwono

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Certainty Factor

Production System

Industrial Applications

Reinforcement Learning

Top Venues

IEEE Trans. Cybern.

Robotics Comput. Integr. Manuf.

Publications

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, 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)
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)