LAGO: Language Agents with Reusable Growing Options.

arXiv:2610.19843v1 Announce Type: new Abstract: Long-horizon tasks expose a weakness of monolithic tool-use loops: one agent must decompose, execute, and verify a task within a single trajectory. We introduce LAGO, which treats specialized language agents as r