From Failure to Mastery: Generating Hard Samples for Tool-use Agents

Bingguang Hao, Zengzhuang Xu, Yuntao Wen +11

The advancement of LLM agents with tool-use capabilities requires diverse and complex training corpora. Existing data generation methods, which predominantly follow a paradigm of r…