Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities
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Dive into the research topics where Alois Christian Knoll is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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An Optimization-Based Magnetic Field Potential Learning Framework for Robotic Volumetric Obstacle-Avoidance
Yang, S., Sun, Y., Su, X., Huang, J., Bing, Z. & Knoll, A., 2026, In: IEEE Transactions on Industrial Electronics. 73, 2, p. 2984-2993 10 p.Research output: Contribution to journal › Article › peer-review
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Automated Testing on Proving Grounds: Integration of Intelligent Test Coordination and Robot-Guided Vehicles
Hermann, D., Wei, C., Mazzarella, L., Judd, J., Devey, J., Stähle, K., Hinz, G. & Knoll, A., 2026, (Accepted/In press) In: Automotive Innovation.Research output: Contribution to journal › Article › peer-review
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A Visual Benchmark for Autonomous Driving in Open-Pit Mines
Li, Y., Li, L., Bing, Z., Sun, L., Knoll, A. C., Wang, F. Y. & Chen, L., 2026, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 48, 3, p. 2902-2918 17 p.Research output: Contribution to journal › Article › peer-review
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DiAReL: Reinforcement Learning With Disturbance Awareness for Robust Sim2Real Policy Transfer in Robot Control
Malmir, M., Josifovski, J., Klarmann, N. & Knoll, A., 2026, In: IEEE Transactions on Control Systems Technology. 34, 2, p. 1037-1043 7 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Disentangle to Fuse: Toward Content Preservation and Cross-Modality Consistency for Multi-Modality Image Fusion
Qin, X., Cui, Y., Sun, S., Chen, R., Ren, W., Knoll, A. & Cao, X., 2026, In: IEEE Transactions on Image Processing. 35, p. 1756-1770 15 p.Research output: Contribution to journal › Article › peer-review