SPyCE: Skill-Policy Co-evolution for Multimodal Agents

Ru Zhang, Weijie Qiu

Multimodal agents that think with images iteratively manipulate visual evidence and invoke tools across many steps. Existing reinforcement learning methods reduce trajectories to s…