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arXiv — cs.AI

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

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…

arXiv — cs.AIBy: Adib Hasan, Daniel Schaffield, Akashnil Dutta, Tarik Adnan MoonSeptember 9, 2026 (Sep 9)
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  • 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…
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AutoFyn Technical Report: Non-Parametric Expert Iteration for Long-Horizon Agents

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