ProgAgent: Learning Tool Orchestration through Programmatic Training
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 model invokes tools sequentially, and tool responses accumulate in the model context, which can lead to context rot and orchestration breakdown....
Hao Li, Keqing He, Long-Tao Zheng et al.
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