Preprint Open access
Function-Structured Reinforcement Learning with Executable Verifiers for Mathematical Reasoning
Algorithmic mathematical reasoning requires reliable decomposition, computation, and aggregation. Final-answer rewards provide limited guidance on intermediate errors, while successful execution does not guarantee mathematical correctness. This work proposes Function-Structured Graph Reinforcement Learning (FSG-RL), co …