Mobile-Agent: Cross-platform multimodal GUI automation agent with planning
Mobile-Agent is a GUI‑Owl based cross‑platform multimodal agent framework that integrates perception, planning and memory for GUI automation, research, and prototyping.
✨ Highlights
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Accepted papers and demo awards at top conferences
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End-to-end multimodal perception and operation powered by GUI-Owl
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Few contributors in repo and no formal releases/tags
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Model checkpoints and large-model dependencies are not fully hosted in repo
🔧 Engineering
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Unifies perception, grounding, reasoning, planning and action into a single policy network
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Mobile-Agent-v3 offers task decomposition, progress management, reflection and memory
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Supports cross-platform (mobile & desktop) multi-turn decision-making and robust exception handling
⚠️ Risks
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Code and baseline resources are fragmented; reproduction requires external large models and datasets
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Only 10 contributors and low recent commit volume; maintenance depends on a small core team
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Dependence on large VLMs (7B/32B) raises resource barriers and deployment complexity
👥 For who?
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Researchers interested in multimodal interaction, GUI automation and agent systems
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Engineering teams building cross-platform automation and integrated intelligent operation prototypes
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Commercial adopters exploring enhanced testing, RPA and intelligent assistant validation