Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks—A Reward Curriculum Approach L Leyendecker, M Schmitz, HA Zhou, V Samsonov, M Rittstieg, D Lütticke International Journal of Semantic Computing 16 (03), 381-402, 2022 | 13 | 2022 |
Towards a digital process platform for future construction sites HA Zhou, A Gannouni, T Otte, J Odenthal, A Abdelrazeq, F Hees 2020 ITU Kaleidoscope: Industry-Driven Digital Transformation (ITU K), 1-7, 2020 | 10 | 2020 |
Actionable artificial intelligence for the future of production M Behery, P Brauner, HA Zhou, MS Uysal, V Samsonov, M Bellgardt, ... Internet of Production: Fundamentals, Methods and Applications, 91-136, 2023 | 8 | 2023 |
Towards a data-driven assistance system for operating segment erectors in tunnel boring machines HA Zhou, A Gannouni, C Gentz, J Tröndle, S Neumann, A Abdelrazeq, ... 2021 14th International Symposium on Computational Intelligence and Design …, 2021 | 3 | 2021 |
A manufacturer-independent digital process platform for future construction sites T Otte, HA Zhou, A Gannouni, J Odenthal, A Abdelrazeq, F Hees 2020 14th International Conference on Innovations in Information Technology …, 2020 | 3 | 2020 |
Controlled Synthesis of Fibre-reinforced Plastics Images from Segmentation Maps using Generative Adversarial Neural Networks. N Schaaf, HA Zhou, C Enslin, F Brillowski, D Lütticke ICAART (3), 801-809, 2022 | 2 | 2022 |
Explanations of performance differences in segment lining for tunnel boring machines HA Zhou, A Gannouni, T Bazazo, J Tröndle, A Abdelrazeq, F Hees International Conference on Intelligent Data Engineering and Automated …, 2022 | 1 | 2022 |
Application of Transfer Learning for Detecting Fiber Orientations in Images of Fiber Reinforced Plastics HA Zhou, F Brillowski, C Greb, D Lütticke Materials Science Forum 1064, 79-85, 2022 | 1 | 2022 |
Evaluating the communication infrastructure of a digital process platform for future construction sites A Gannouni, T Otte, H Zhou, A Hosan, J Odenthal, A Abdelrazeq, ... 2022 2nd International Conference on Computing and Machine Intelligence …, 2022 | 1 | 2022 |
M. Behery ()· M. Liebenberg· G. Lakemeyer Knowledge-Based Systems Group (KBSG), RWTH Aachen University, Aachen, Germany e-mail: behery@ kbsg. rwth-aachen. de; marin. liebenberg … P Brauner, L Liehner, T Schemmer, L Vervier, M Ziefle, HA Zhou, ... | | 2024 |
Fabrication Forecasting of LPBF Processes Through Image Inpainting with In-Situ Monitoring Data HA Zhou, S Zhang, M Kemmerling, D Lütticke, JH Schleifenbaum, ... International Conference on Additive Manufacturing in Products and …, 2023 | | 2023 |
Experimental Digital Twin of a Tunnel Ring Building Erector A Gannouni, AE Naqwi, HA Zhou, A Abdelrazeq, F Hees, RH Schmitt IEEE EUROCON 2023-20th International Conference on Smart Technologies, 60-65, 2023 | | 2023 |
A Conceptual Framework for Production Process Parameter Optimization with Modular Hybrid Simulations S Olbrych, M Kemmerling, HA Zhou, D Lütticke, RH Schmitt International Conference on Software Engineering and Formal Methods, 17-25, 2022 | | 2022 |
Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks L Leyendecker, M Schmitz, HA Zhou, V Samsonov, M Rittstieg, D Lütticke | | 2022 |
Predicting Laser Powder Bed Fusion processes through image-inpaining of in-situ monitoring data HA Zhou doi.org/10.17605/OSF.IO/JH3QD, 2022 | | 2022 |