Publications

Papers

• Detlef Arend, Steve Yuwono, Mochammad Rizky Diprasetya, Andreas Schwung: “MLPro 1.0 - Standardized reinforcement learning and game theory in Python”, Machine Learning with Applications, 2022, ISSN 2666-8270, doi: 10.1016/j.mlwa.2022.100341

• Detlef Arend, Mochammad Rizky Diprasetya, Steve Yuwono, Andreas Schwung: “MLPro–An integrative middleware framework for standardized machine learning tasks in Python”, Software Impacts, 2022, doi: 10.1016/j.simpa.2022.100421

Code Ocean Capsules

• Detlef Arend, Steve Yuwono, Mochammad Rizky Diprasetya, Andreas Schwung: “MLPro - Reinforcement Learning - Demo of Advanced Training with Stagnation Detection”, Code Ocean, 2022, doi: 10.24433/CO.9151382.v1

• Mochammad Rizky Diprasetya, Detlef Arend, Steve Yuwono, Andreas Schwung: “MLPro - Reinforcement Learning - Demo of Training UR5 ROS Environment”, Code Ocean, 2022, doi: 10.24433/CO.6279818.v1

GitHub Repository

• Detlef Arend, Steve Yuwono, Mochammad Rizky Diprasetya, Andreas Schwung: “MLPro - A Synoptic Framework for Standardized Machine Learning Tasks in Python”, Zenodo, 2021, doi: 10.5281/zenodo.6653485