CoCA: Criterion-Aware Credit Assignment for Rubric-Based Reinforcement Learning.

arXiv:2610.17733v1 Announce Type: cross Abstract: Rubric-based reinforcement learning (RL) evaluates responses against explicit criteria to construct rewards, offering a viable way to train large language models on open-ended tasks. However, standard methods c