Xiangyang Qu
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126
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Vision×1AI×1
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2026
Reinforcement Learning with Robust Rubric Rewards
The paper introduces $ ext{RLR}^3$, a novel framework that extends verifiable rewards in Reinforcement Learning to handle partially verifiable, multi-criteria vision-language tasks by integrating robust rubric scoring.
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Papers
cs.CVcs.AIRecentMay 28, 2026
Reinforcement Learning with Robust Rubric Rewards
Ya-Qi Yu, Hao Wang, Fangyu Hong, Xiangyang Qu +14 more
The paper introduces $ ext{RLR}^3$, a novel framework that extends verifiable rewards in Reinforcement Learning to handle partially verifiable, multi-criteria vision-language tasks by integrating robu…
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