Dr.Credit: Rubric-Grounded Process Credit Assignment for Deep Research Agents
Analysis of rubric-grounded credit suggests more efficient evidence acquisition and higher-quality reports under limited research-turn budgets, motivating the extension of rubric-grounded process supervision to a broader range of rubric-based tasks.
Ying-Jian Zhu, Zhen-Yi Wang, Jia-Xing Guo et al.
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