Co-Evolving Skill Generation and Policy Optimization

Zhiwei Zhang, Yudi Lin, Nikki Lijing Kuang +4

Skill-augmented reinforcement learning improves language agents by storing reusable procedural knowledge acquired from past experience. Existing methods typically use strong langua…