AIBullisharXiv – CS AI · 14h ago7/10
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MGA: Memory-Driven GUI Agent for Observation-Centric Interaction
Researchers propose MGA (Memory-Driven GUI Agent), a minimalist AI framework that improves GUI automation by decoupling long-horizon tasks into independent steps linked through structured state memory. The approach addresses critical limitations in current multimodal AI agents—context overload and architectural redundancy—while maintaining competitive performance with reduced complexity.