MobileExplorer reduces on-device GUI agent reasoning steps and latency by 23% via parallel UI exploration, structured memory, and a two-level rollback while maintaining or improving task success rates.
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A survey of 87 agents for computer use and 33 datasets that introduces a three-dimensional taxonomy across domain, interaction, and agent perspectives and identifies six research gaps.
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A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions
A survey of 87 agents for computer use and 33 datasets that introduces a three-dimensional taxonomy across domain, interaction, and agent perspectives and identifies six research gaps.