From Outcomes to Strategies: Learning Strategy Utility for Mathematical Reasoning.

arXiv:2609.32482v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards has substantially improved mathematical reasoning. However, terminal correctness alone provides limited insight into the quality of high-level strategies, such as th