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Hacker News front pagejim-nielsen.comHN12091One to More, More to One: Category-Aware Iterative Expert Training for Software Engineering Agents
The authors propose a category‑aware expert‑training loop (RRE) and a multi‑teacher on‑policy distillation (MOPD) to improve software‑engineering agents across heterogeneous task categories. On Pro‑618 and SWE‑bench Multilingual the final student model reaches 58.04% and 59.00% resolution, 5.39 and 2.78 points above the base.
Hugging Face Daily Papersarxiv.org1 minpaper
