A Regret Minimization Framework on Preference Learning in Large Language Models

Suhwan Kim, Taehyun Cho, Geon-Hyeong Kim +4

Reinforcement learning with verifiable rewards (RLVR) has enabled progress on reasoning-intensive tasks by relying on task-specific verifiers that provide automated correctness sig…