ProgAgent: Learning Tool Orchestration through Programmatic Training

Hao Li, Keqing He, Longtao Zheng +4

Large language models (LLMs) are increasingly expected to orchestrate diverse tools over long-horizon tasks. Existing agents typically use Direct Tool Calling (DTC), where the mode…