# AutoFyn Technical Report: Non-Parametric Expert Iteration for Long-Horizon Agents

> 标题为英语

> 全文为英语

**Published:** 2026年9月9日
**Author:** Adib Hasan, Daniel Schaffield, Akashnil Dutta, Tarik Adnan Moon
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/autofyn-technical-report-non-parametric-expert-iteration-for-long-horizo

arXiv:2609.05446v1 Announce Type: new Abstract: We introduce AutoFyn, an agent harness inspired by the Expert Iteration algorithm, adapting a frozen model across many rounds by updating persistent state from verified reward signals rather than model weights. Each round begins…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2609.05446)

**标签：** #arXiv

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