Author

Yi-Ran Peng

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Preprint Oct 2026

AutoGUIWorld: Image Generators as Visual World Models for GUI Agent

GUI agents require high-quality interaction trajectories to learn how software environments respond to actions, maintain state, and support multi-step workflows. However, the diversity of available trajectories is constrained by the applications, interface states, and workflows accessible in the underlying environments...

Cheng Yang, Yi-Fan Wu, Yu-Tao Huang et al. · 0 citations

Preprint Sep 2026

CEO Arena: Evaluating Long-Horizon Multi-Agent Decision-Making in Competitive Markets

Long-horizon competition tests agents'ability to coordinate business decisions under uncertainty and adapt to changing rival strategies. We introduce CEO Arena, a benchmark that uses matched replacement evaluation to assess operating returns alongside an agent's effects on rivals and the market. Each CEO agent is compa...

An Yan, Yu-Jia Huo, Zhi-Wei Shang et al. · 0 citations