Bourbaki (7B), an MCTS-based system with self-generated subgoal rewards, solves 26/658 PutnamBench problems, beating the prior 7B best of 23 at a larger sample budget.
Stp: Self-play llm theorem provers with iterative conjecturing and proving
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Bourbaki: Self-Generated and Goal-Conditioned MDPs for Theorem Proving
Bourbaki (7B), an MCTS-based system with self-generated subgoal rewards, solves 26/658 PutnamBench problems, beating the prior 7B best of 23 at a larger sample budget.