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arXiv 2609.24972 · cs.LG · 2026-09-21

RRSI: Regularized Recursive Self-Improvement of Agent Harnesses

Peng Xia, Rujun Han, Zifeng Wang, Yanfei Chen, Yufan Zhuang, Yoonho Lee, Chengsong Huang, Han Yu and 6 more

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In latest · #2 2026-W39 #2 Added on 2026-10-21

One-line takeaway

Adds regularisation to recursive self-improvement of agent harnesses so gains survive out-of-distribution tests.

给 Agent 框架的递归自我改进加上正则化,防止只在训练任务上涨分、换分布就失效。

220HF upvotes
1.6kGitHub stars
22Citations (Semantic Scholar)
91.0Buzz score

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Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

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