Markus Schmitz

Orcid: 0000-0002-6450-4502

According to our database1, Markus Schmitz authored at least 13 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Suitability test of virtual reality applications for older people considering the spatial orientation ability.
Virtual Real., September, 2023

2022
Machine Learning in Industrial Applications: Insights Gained from Selected Studies.
PhD thesis, 2022

Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks - A Reward Curriculum Approach.
Int. J. Semantic Comput., 2022

Robotic Analysation Methodology for Multidirectional Additive Manufacturing Process Configuration.
Proceedings of the Advances in Robot Kinematics 2022, 2022

An Application-centric Perspective on Industrial Artificial Intelligence.
Proceedings of the 28th Americas Conference on Information Systems, 2022

2021
Toward Fault Detection in Industrial Welding Processes with Deep Learning and Data Augmentation.
CoRR, 2021

Verifying the Applicability of Synthetic Image Generation for Object Detection in Industrial Quality Inspection.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Towards Real-World Force-Sensitive Robotic Assembly through Deep Reinforcement Learning in Simulations.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2021

2020
Auf dem Weg zu einer ethisch verantwortungsvollen Datennutzung.
Inform. Spektrum, 2020

Enabling Rewards for Reinforcement Learning in Laser Beam Welding processes through Deep Learning.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2018
Enabling of Predictive Maintenance in the Brownfield through Low-Cost Sensors, an IIoT-Architecture and Machine Learning.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Die Digitale Agenda der BA - Wie sich ein öffentlicher Dienstleister der Digitalisierung stellt.
Proceedings of the Digitalisierung im Spannungsfeld von Politik, 2018

2012
Towards assisted input and output data analysis in manufacturing simulation: the EDASim approach.
Proceedings of the Winter Simulation Conference, 2012


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