# More Rules, Longer Lists? Benchmarking Self-Evolving Agents on a Hidden-Rule Curriculum

**Published:** November 2, 2026
**Author:** Chenjie Qiu, Boyan Xu, Shaobin Shi, Bingfeng Chen, Ruichu Cai, Dongsheng Luo
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/more-rules-longer-lists-benchmarking-self-evolving-agents-on-a-hidden-ru

arXiv:2610.40758v1 Announce Type: new Abstract: Self-evolving agents rewrite a persistent state from feedback, but it is largely untested whether this lets them learn a rule nobody told them. An agent can also pass by writing down each correction as an exception, and its list…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.40758)

**Tags:** #arXiv

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