@article{amarisamemoryaugmentedrubricimprovements, title = {AMARIS: A Memory-Augmented Rubric Improvement System for Rubric-Based Reinforcement Learning}, author = {Peilin Wu and Xinlu Zhang and Kun Wan and Wentian Zhao and Gang Wu and Xinya Du and Zhiyu Chen}, year = {2026}, eprint = {2605.18592}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.18592}, }