From Outcomes to Strategies: Learning Strategy Utility for Mathematical Reasoning

Ruikang Zhang, Xiao An, Xuli Shen +5

Reinforcement learning with verifiable rewards has substantially improved mathematical reasoning. However, terminal correctness alone provides limited insight into the quality of h…