AI RESEARCH
EE-MCP: Self-Evolving MCP-GUI Agents via Automated Environment Generation and Experience Learning
arXiv CS.AI
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ArXi:2604.09815v1 Announce Type: new Computer-use agents that combine GUI interaction with structured API calls via the Model Context Protocol (MCP) show promise for automating software tasks. However, existing approaches lack a principled understanding of how agents should balance these two modalities and how to enable iterative self-improvement across diverse applications.