Steve Yuwono

According to our database, Steve Yuwono authored at least 14 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

MLPro-GT-game theory and dynamic games modeling in Python.

Steve Yuwono, Detlef Arend, Andreas Schwung

SoftwareX, 2024

Dynamic robot routing optimization: State-space decomposition for operations research-informed reinforcement learning.

Marlon Löppenberg, Steve Yuwono, Mochammad Rizky Diprasetya, Andreas Schwung

Robotics Comput. Integr. Manuf., 2024

Self-optimization in distributed manufacturing systems using Modular State-based Stackelberg Games.

Steve Yuwono, Ahmar Kamal Hussain, Dorothea Schwung, Andreas Schwung

CoRR, 2024

Distributed Stackelberg Strategies in State-based Potential Games for Autonomous Decentralized Learning Manufacturing Systems.

Steve Yuwono, Dorothea Schwung, Andreas Schwung

CoRR, 2024

Transfer learning of state-based potential games for process optimization in decentralized manufacturing systems.

Steve Yuwono, Dorothea Schwung, Andreas Schwung

CoRR, 2024

Gradient-based Learning in State-based Potential Games for Self-Learning Production Systems.

Steve Yuwono, Marlon Löppenberg, Dorothea Schwung, Andreas Schwung

CoRR, 2024

2023

PLC-Informed Distributed Game Theoretic Learning of Energy-Optimal Production Policies.

Dorothea Schwung, Steve Yuwono, Andreas Schwung, Steven X. Ding

IEEE Trans. Cybern., September, 2023

MLPro-MPPS - A high-performance simulation framework for customizable production systems.

Steve Yuwono, Marlon Löppenberg, Detlef Arend, Mochammad Rizky Diprasetya, Andreas Schwung

Softw. Impacts, May, 2023

Model Predictive Control with Adaptive PLC-based Policy on Low Dimensional State Representation for Industrial Applications.

Steve Yuwono, Andreas Schwung

Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

Integration of ABB Robot Manipulators and Robot Operating System for Industrial Automation.

Mochammad Rizky Diprasetya, Steve Yuwono, Marlon Löppenberg, Andreas Schwung

Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

A Model-Based Deep Learning Approach for Self-Learning in Smart Production Systems.

Steve Yuwono, Andreas Schwung

Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

2022

MLPro - An integrative middleware framework for standardized machine learning tasks in Python.

Detlef Arend, Mochammad Rizky Diprasetya, Steve Yuwono, Andreas Schwung

Softw. Impacts, December, 2022

The Impact of Communication and Memory in State-Based Potential Game-based Distributed Optimization.

Steve Yuwono, Andreas Schwung, Dorothea Schwung

Proceedings of the 20th IEEE International Conference on Industrial Informatics, 2022

2021

Decentralized learning of energy optimal production policies using PLC-informed reinforcement learning.

Dorothea Schwung, Steve Yuwono, Andreas Schwung, Steven X. Ding

Comput. Chem. Eng., 2021