@article{knowledgegradientforpreferencelearning, title = {Knowledge Gradient for Preference Learning}, author = {Kaiwen Wu and Jacob R. Gardner}, year = {2026}, eprint = {2601.22335}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.22335}, }