Explore Separately, Adopt Selectively: Execution-Guided Tool Use over Large Tool Libraries.

arXiv:2610.22688v1 Announce Type: cross Abstract: Large language model agents must discover relevant tools from large libraries, e.g., thousands of tools, as new needs arise during task execution. When several candidates could satisfy the same need, execution