A Survey on Rubric-Guided Reinforcement Learning for Language Models

Zifei Shan, Fangning Shao

Reinforcement learning from human feedback (RLHF) has become the dominant paradigm for aligning large language models (LLMs) with human preferences. However, traditional RLHF relie…