thor-tool-hierarchical-optimization-rl

Train LLMs for tool-integrated mathematical reasoning via hierarchical RL combining episode-level problem correctness with step-level code execution quality. Addresses sparse rewards in reasoning chains through TIRGen data construction and self-correcting inference with dynamic backtracking.

Independent GitHub snapshot · Automated classification · Original documentation governs