Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning

Xiaolong Wei, Yuehu Dong, Xingliang Wang +5

Existing tool-augmented large language models (LLMs) encounter significant challenges when processing complex queries. Current frameworks such as ReAct are prone to local optimizat…