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#machine learning Preprint Sep 2026

One to More, More to One: Category-Aware Iterative Expert Training for Software Engineering Agents

Repository-level software engineering (SWE) comprises heterogeneous task categories, whose progress under pooled agentic reinforcement learning can be uneven: gains in some categories coincide with regressions in others, while aggregate resolution obscures these changes. Motivated by this category see-saw, we develop a...

Jie Zhao, Zi-Yu Jiang, Suhang Zheng et al. · 0 citations

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