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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Yan-Biao Ma

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Open access Sep 2026

AnchorGUI: Asymmetric Memory for Dual-Scale Learning in GUI Navigation

AnchorGUI is proposed, a unified framework driven by the Cognitive State Anchor, which acts as a per-step primitive that actively compares expected and observed transitions, converting passive multimodal trajectories into explicit prediction-error signals that orchestrate a dual-scale learning mechanism via an asymmetr...

Sheng Jin, Ze-Long Sun, H.Eric Xu et al. · 0 citations

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