M.Sc.

Hans Aoyang Zhou

13B82560E584E5E68E93A2D486C089B6
Room
D 2.09
Phone
+49 241 80 91144
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Hans Zhou joined the Cybernetics Lab at the RWTH Aachen as a research associate in February 2020. In May 2019 Mr. Zhou successfully completed his studies in Mechanical and Process Engineering at the TU Darmstadt. In his master thesis he dealt with the application of reinforcement learning for multi-agent systems for production scheduling.

Recent Publications

Controlled Synthesis of Fibre-reinforced Plastics Images from Segmentation Maps using Generative Adversarial Neural Networks
Schaaf, Nicolas; Zhou, Hans; Enslin, Chrismarie; Brillowski, Florian; Lütticke, Daniel
Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, SciTePress, Online, pp. 801-809
2022
Application of Transfer Learning for Detecting Fiber Orientations in Images of Fiber Reinforced Plastics
Zhou, Hans; Brillowski, Florian; Greb, Christoph; Lütticke, Daniel
Materials Science Forum, Trans Tech Publications Ltd, Singapur, pp. 79-85
2022
Towards a data-driven assistance system for operating segment erectors in tunnel boring machines
Zhou, Hans; Gannouni, Aymen; Gentz, Christian; Tröndle, Johannes; Neumann, Stephan; Abdelrazeq, Anas; Jacobs, Georg; Hees, Frank
14th International Symposium on Computational Intelligence and Design (ISCID), IEEE, Hangzhou
2021
Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks - A Reward Curriculum Approach
Leyendecker, Lars; Schmitz, Markus; Zhou, Hans; Samsonov, Vladimir; Rittstieg, Marius; Lütticke, Daniel
2021 Fifth IEEE International Conference on Robotic Computing (IRC), IEEE, Taichung
2021
Towards a Digital Process Platform for Future Construction Sites
Zhou, Hans; Gannouni, Aymen; Otte, Thomas; Odenthal, Jonas; Abdelrazeq, Anas; Hees, Frank
Proceedings of 12th ITU Academic Conference - Kaleidoscope 2020: Industry-Driven Digital Transformation, virtual, pp. 73-79
2020