TGPR: Tree-Guided Policy Refinement for Robust Self-Debugging of LLMs

Daria Ozerova, Ekaterina Trofimova

Iterative refinement has been a promising paradigm to enable large language models (LLMs) to resolve difficult reasoning and problem-solving tasks. One of the key challenges, howev…