EvoRubric: Self-Evolving Rubric-Driven RL for Open-Ended Generation

Xin Guan, Xiaomeng Hu, Shen Huang +6

Reinforcement Learning (RL) has advanced Large Language Models (LLMs) in verifiable domains, while open-ended generation remains challenging due to the absence of definitive reward…