@article{optimaldataacquisitionforreinforcementle, title = {Optimal Data Acquisition for Reinforcement Learning: A Large Deviations Perspective}, author = {Mingjie Hu and Jian-Qiang Hu and Enlu Zhou}, year = {2026}, eprint = {2605.28675}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.28675}, }