@article{amortizedsafeactivelearningforrealtime, title = {Amortized Safe Active Learning for Real-Time Data Acquisition: Pretrained Neural Policies from Simulated Nonparametric Functions}, author = {Cen-You Li and Marc Toussaint and Barbara Rakitsch and Christoph Zimmer}, year = {2025}, eprint = {2501.15458}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.15458v2}, }