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arXiv — cs.AI

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

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…

arXiv — cs.AIBy: Chenjie Qiu, Boyan Xu, Shaobin Shi, Bingfeng Chen, Ruichu Cai, Dongsheng LuoNovember 2, 2026 (1 hour ago)
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  • 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…
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More Rules, Longer Lists? Benchmarking Self-Evolving Agents on a Hidden-Rule Curriculum

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