Research output per year
Research output per year
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Exploring Diverse Solutions for Underdetermined Problems
Volkmann, E., Radler, A., Brandstetter, J. & Berzins, A., 10 Jun 2025, (Accepted/In press) ICML 2025 Workshop on Methods and Opportunities at Small Scale. 6 p.Research output: Chapter in Book/Report/Conference proceeding › Poster › peer-review
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Generative Topology Optimization: Exploring Diverse Solutions in Structural Design
Radler, A., Volkmann, E., Brandstetter, J. & Berzins, A., 17 Feb 2025, 22 p.Research output: Working paper and reports › Preprint
Open Access -
Geometry-Informed Neural Networks
Berzins, A., Radler, A., Sanokowski, S., Hochreiter, S. & Brandstetter, J., 2024, International Conference on Machine Learning (ICML 2024). 21 p. (arXiv.org).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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A Dataset Perspective on Offline Reinforcement Learning
Schweighofer, K., Radler, A., Dinu, M.-C., Hofmarcher, M., Patil, V., Bitto-Nemling, A., Eghbal-Zadeh, H. & Hochreiter, S., 2022, Proceedings of Conference on Lifelong Learning Agents (CoLLAs) 2022. 48 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
Open Access -
Foundation Models for History Compression in Reinforcement Learning
Paischer, F., Adler, T., Radler, A., Hofmarcher, M. & Hochreiter, S., 2022, Neural Information Processing Systems Foundation (NeurIPS 2022). 90 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
Projects
- 1 Active
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Cluster of Excellence "Bilateral Artificial Intelligence"
Fürnkranz, J. (PI), Hochreiter, S. (PI), Klambauer, G. (PI), Schedl, M. (PI), Seidl, M. (PI), Widmer, G. (PI), Brandstetter, J. (PI), Kobler, E. (PI), Aichernig, B. (PI), Heisinger, M. (Researcher), Hoedt, P.-J. (Researcher), Pfeiffer, P. (Researcher), Plank, A. (Researcher), Radler, A. (Researcher), Rebola Pardo, A. (Researcher), Lin, W. (Researcher), Eckert, H. (Researcher), Cranganore, S. S. (Researcher), Hartl, A.-R. (Researcher), Plasser, M. (Researcher), Pammer, T. (Researcher), Tommasel, A. (Researcher), Nawaz, S. (Researcher), Masoudian, S. (Researcher) & Freinschlag, R. (Researcher)
01.10.2024 → 30.09.2029
Project: Funded research › FWF - Austrian Science Fund