Discovery and Reinforcement of Tool-Integrated Reasoning Chains via Rollout Trees

Kun Li, Zenan Xu, Junan Li +4

Tool-Integrated Reasoning has emerged as a key paradigm to augment Large Language Models (LLMs) with computational capabilities, yet integrating tool-use into long Chain-of-Thought…