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MetaRubric: Learning to Reward for Rubric-Based Reinforcement Learning

2 Oct 2026

Rubric-based reinforcement learning extends reward-driven optimization to open-ended tasks by assigning partial credit to individual response requirements. However, rubric judges can assign a high criterion score even when the information or action it requires is absent from the…

Medical Question Answering Medical Visual Question Answering Reinforcement Learning

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