Jinxin Chi

ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

While reasoning models trained with reinforcement learning (RL) excel in reasoning, they struggle in scenarios requiring structured problem-solving, such as geometric reasoning, concise computation, or complex equation solving—areas where computational tools like code interpreters (CI) demonstrate d…