Requesting Expert Reasoning: Augmenting LLM Agents with Learned Collaborative Intervention

Zhiming Wang, Jinwei He, Feng Lu

Large Language Model (LLM) based agents excel at general reasoning but often fail in specialized domains where success hinges on long-tail knowledge absent from their training data…