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EAM

Executable Agentic Memory for GUI Agent

Zerui Qin, Sheng Yue, Xingyuan Hua, Yongjian Fu, Ju Ren · 2026-05-12

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Management
T1 Static Memory
Memory is built once and reused without change during deployment.
Primary modality
GUI & computer use
Also: text
Representation
Cross-represented explicit

How experience becomes memory

Each path is one memory component, traced from what is stored to how it is found again.

  1. executable GUI knowledge graph

    1. Represented asSpatial, temporal & cross-modal structured memoryCross-represented explicit
    2. Stored inGraph / relational store
    3. Retrieved byStructure traversal, Planner / tool-assisted retrieval
    4. Source evidenceSource linked & recoverable
    State-aware exploration and action-group mining produce a structured graph of executable GUI routines.Full paper: Executable Agentic Memory for GUI Agent · PDF p. 3 · Figure 1

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