Preprint
Open access
Sep 2026
AnchorGUI: Asymmetric Memory for Dual-Scale Learning in GUI Navigation
Vision-Language Models (VLMs) enable autonomous GUI navigation, but agents still struggle to process and learn from dense, continuous visual histories. This bottleneck hinders both immediate error correction within a single episode (intra-trial) and experience distillation across multiple attempts (cross-trial). We tra...
Sheng Jin, Ze-Long Sun, H.Eric Xu et al.
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