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arXiv — cs.AI

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Hypothesis-guided discovery of cognitive algorithms via program refinement

Developing cognitive models of algorithmic reasoning from behavioral data is a central problem in cognitive science that challenges current methods. Traditional approaches to cognitive modeling are interpretable and benefit from human expertise, but lack flexibility and…

arXiv — cs.AIBy: Huiwen Alex Yang, Mark K. Ho, Bill D. ThompsonOctober 5, 2026 (Oct 5)
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AI Summary & Key Takeaways

  • Developing cognitive models of algorithmic reasoning from behavioral data is a central problem in cognitive science that challenges current methods
  • Traditional approaches to cognitive modeling are interpretable and benefit from human expertise, but lack flexibility and…
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Hypothesis-guided discovery of cognitive algorithms via program refinement

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