@article{optimizingneurorobotpolicyunderlimitedde, title = {Optimizing Neurorobot Policy under Limited Demonstration Data through Preference Regret}, author = {Viet Dung Nguyen and Yuhang Song and Anh Nguyen and Jamison Heard and Reynold Bailey and Alexander Ororbia}, year = {2026}, eprint = {2604.03523}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.03523}, }