Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents

Qirui Mi, Zhijian Ma, Mengyue Yang +4

LLM-driven agents excel at sequential decision-making but often rely on on-the-fly reasoning, re-deriving solutions even in recurring scenarios. This insufficient experience reuse…