DreamProver introduces a wake-sleep agent architecture for evolving transferable lemma libraries in automated theorem proving. The system improves proof generalization by dynamically learning and refining reusable mathematical lemmas. This advances formal verification capabilities.
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DreamProver: Evolving Transferable Lemma Libraries via a Wake-Sleep Theorem-Proving Agent
Wake-sleep agent architecture enables automated theorem provers to dynamically learn and reuse mathematical lemmas across problems, extending proof reach beyond single-task limits.
Thursday, April 30, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline
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