Rizky M. Diprasetya

Orcid: 0000-0001-5879-4657

Affiliations:
  • South Westphalia University of Applied Sciences, Department of Automation Technology, Soest, Germany


According to our database1, Rizky M. Diprasetya authored at least 10 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Dynamic robot routing optimization: State-space decomposition for operations research-informed reinforcement learning.
Robotics Comput. Integr. Manuf., 2024

Sim-to-Real Transfer for Robotics Using Model-Free Curriculum Reinforcement Learning.
Proceedings of the IEEE International Conference on Industrial Technology, 2024

Model-based Reinforcement Learning for Sim-to-Real Transfer in Robotics using HTM neural networks.
Proceedings of the 10th International Conference on Control, 2024

2023
MLPro-MPPS - A high-performance simulation framework for customizable production systems.
Softw. Impacts, May, 2023

Integration of ABB Robot Manipulators and Robot Operating System for Industrial Automation.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

2022
MLPro - An integrative middleware framework for standardized machine learning tasks in Python.
Softw. Impacts, December, 2022

Homogeneous Transformation Matrix Based Neural Network for Model Based Reinforcement Learning on Robot Manipulator.
Proceedings of the IEEE International Conference on Industrial Technology, 2022

2021
Monitoring and Forecasting of Air Emissions with IoT Measuring Stations and a SaaS Cloud Application.
Proceedings of the 2nd International Conference on Societal Automation, 2021

2019
Fault Detection Assessment using an extended FMEA and a Rule-based Expert System.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2018
A Cloud-based Architecture for Condition Monitoring based on Machine Learning.
Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018


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