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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yulei Sui

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Preprint Aug 2026

LocalLSTC: A Long Short-Term Control Architecture for Locally Deployed GUI Agents

LocalLSTC is introduced, a training-free architecture that organizes control by temporal scope, maintaining persistent cross-step state to guide short-term execution commitments, and identifies temporal organization of control information as a distinct architectural dimension for locally deployed GUI agents.

Weiming Li, Helen Paik, Yulei Sui · 0 citations

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