Reward-Oracle MCTS for formal theorem proving: sample-efficient search and the need for kernel-level proof auditing
Read the original at arxiv.org→arXiv:2608.28639v1 Announce Type: new Abstract: Formal theorem proving with large language models remains challenging due to the difficulty of navigating large proof search spaces efficiently. Existing tree search...
Original headline: "Reward-Oracle MCTS for Formal Theorem Proving: Sample-Efficient Search and the Need for Kernel-Level Proof Auditing"
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- Sep 1, 04:00 UTC arXiv cs.AI lead source Reward-Oracle MCTS for Formal Theorem Proving: Sample-Efficient Search and the Need for Kernel-Level Proof Auditing