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 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
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AI4GREEN: Data Science for Sustainability
Schäfer, G. (CoI), Huber, S. (PI) & Unger, H. (CoPI)
1/05/24 → 30/04/27
Project: Funded research
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JRZ ISIA: Josef Ressel Centre for Intelligent and Secure Industrial Automation
Huber, S. (PI), Hoher, S. (CoPI), Kranzer, S. (CoI), Schäfer, G. (CoI), Siebenhandl, N. (CoI), Uray, M. (CoI), Saßnick, O. (CoI), Unger, H. (CoI), Brettfeld, K. (CoI), Schindler, S. (CoI), Enzensberger, L. (CoI), Unger, A. (CoI), Rosenstatter, T. (CoI), Reich, E. S. (CoI), Nosrati, K. (CoI), Lürzer, L. (CoI), Zeng, S. (CoI), Sain, D. (CoI), Messineo, S. (CoI), Entleitner, F. (CoI), Haratzmüller, S. M. (CoI), Huber, L. (CoI), Pop, A.-I. (CoI), Rehrl, J. (CoI), Rosenstatter, T. (CoI), Schäfer, G. (CoI), Uray, M. (CoI) & Langschwert, J. (CoI)
1/07/22 → 30/06/27
Project: Funded research
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IAI: Industrial Artificial Intelligence
Huber, S. (PI), Kaltner-Pomwenger, W. (CoPI), Schäfer, G. (CoI), Unger, H. (CoI) & Portenkirchner, R. (CoI)
1/09/23 → 30/11/24
Project: Funded research
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KI-Net: Building block for AI-based optimizations in industrial manufacturing
Huber, S. (PI), Unger, H. (CoI) & Schäfer, G. (CoI)
1/01/20 → 30/06/22
Project: Funded research
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DTZ: Digital Transfer Centre
Kohnhauser, V. (PI), Hoher, S. (CoPI), Huber, S. (CoI), Schäfer, G. (CoI), Kranzer, S. (CoI), Prill, D. A. (CoI), Bürgschwendtner, M. (CoI), Schönherr, R. (CoI), Ott, P. (CoI), Harb, J. (CoI), Hofer, D. (CoI), Huber, M. (CoI), Zeisler, A. (CoI), Müller, J. (CoI), Redzepi, L. (CoI) & Elwischger, M. (CoI)
1/12/17 → 1/12/20
Project: Funded research
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AI4Green: Harnessing the Ecological Potential of AI in Industry
Höfig, K., Döller, M., Waheed, F., Riss, F., Scholz, M., Bauer, J., Schäfer, G., Unger, H., Huber, S., Heinzl, B., Hellwig, M. & Finck, S., 1 Feb 2026, Computer Aided Systems Theory – EUROCAST 2026 – Extended Abstracts. Vol. 20.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Improving Trajectory Tracking in Reinforcement Learning by Augmenting States with Future Targets
Schäfer, G., Rehrl, J., Huber, S. & Hirlaender, S., 31 Mar 2026.Research output: Contribution to conference › Poster
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Safe Reinforcement Learning using Ideas from Model Predictive Control
Schäfer, G., Rehrl, J., Huber, S. & Hirlaender, S., 1 Feb 2026, Computer Aided Systems Theory – EUROCAST 2026 – Extended Abstracts. Vol. 20.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Sample-Efficient Pareto Front Modeling for Energy-Aware Reinforcement Learning Using Bayesian Optimization
Schäfer, G., Rehrl, J., Huber, S. & Hirlaender, S., 1 Feb 2026, Computer Aided Systems Theory – EUROCAST 2026 – Extended Abstracts. Vol. 20.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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AI4Green: A Framework for AI-based Resource Optimizations for Reliable Applications
Höfig, K., Döller, M., Waheed, F., Riß, F., Scholz, M., Bauer, J., Schäfer, G., Unger, H., Huber, S., Heinzl, B., Hellwig, M. & Finck, S., 1 Sept 2025, 9th International Symposium on Model-Based Safety Assessment (IMBSA 2025). Athens, GreeceResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review