Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning

要約

A persistent skill library allows language model agents to reuse successful strategies across tasks. Maintaining such a library requires three coupled capabilities. The agent selects a relevant skill, utilizes it during execution, and distills new skills from experience. Existing methods optimize th…