@article{efficientpreferencebasedreinforcement2, title = {Efficient Preference-Based Reinforcement Learning: Randomized Exploration Meets Experimental Design}, author = {Andreas Schlaginhaufen and Reda Ouhamma and Maryam Kamgarpour}, year = {2025}, eprint = {2506.09508}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.09508v1}, }