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Christiane B. Wiebel-Herboth

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#artificial intelligence Preprint Oct 2026

Teaching a Minimalist Machine to Discover Recursive Programs for Arithmetic

Humans can often acquire and synthesize complex, recursive concepts from minimal experience. Leveraging cognitive insights, we propose the Minimalist Machine, a framework for inductive program synthesis designed to model such conceptual learning. The system uses a compact relational subset of Prolog: Programs are searc...

Dominik Magiera, Christiane B. Wiebel-Herboth, F. Jäkel · 0 citations