hierarchical skills 1multimodal agents 1policy co-evolution 1reinforcement learning 1skill learning 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CL2026
SPyCE: Skill-Policy Co-evolution for Multimodal Agents
Ru Zhang, Weijie Qiu
The paper introduces SPyCE, a framework that jointly learns a hierarchical skill library and a policy for multimodal agents, allowing skills distilled from visual reasoning traject…
cs.CV2025
UI-UG: A Unified MLLM for UI Understanding and Generation
Hao Yang, Weijie Qiu, Ru Zhang +8
Although Multimodal Large Language Models (MLLMs) have been widely applied across domains, they are still facing challenges in domain-specific tasks, such as User Interface (UI) un…