DreamProver: Evolving Transferable Lemma Libraries via a Wake-Sleep Theorem-Proving Agent

DreamProver introduces an agentic framework using a wake-sleep program induction paradigm to discover reusable lemmas for formal theorem proving. It iteratively evolves a compact, transferable lemma library, significantly improving performance on unseen theorems.