Capability-Aligned Hierarchical Learning for Tool-Augmented LLMs

Haotong Yang, Ting Long, Yi Chang

Tool learning enables LLMs to invoke external tools to accomplish tasks. Prior studies have demonstrated the effectiveness of a hierarchical structure: a high-level policy handles…