Differentially Private Sparse Reward Estimation with Preference Feedback.

arXiv:2610.30099v1 Announce Type: cross Abstract: Reinforcement Learning with Human Feedback (RLHF) has become a central paradigm for aligning Large Language Models with human values. However, the reliance on sensitive preference data necessitates rigorous dif