CriPO: Enhancing Rubric-based RL via Self-Distillation.

arXiv:2607.18082v4 Announce Type: replace-cross Abstract: Rubric-based Reinforcement Learning (RL) has recently shown promise in improving Large Language Models (LLMs) on open-ended tasks. A widely recognized limitation of rubric-based RL is limited exploratio