Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

Junyang Wang , Haiyang Xu , Haitao Jia , Xi Zhang , Ming Yan , Weizhou Shen , Ji Zhang , Fei Huang , Jitao Sang

🏛 Institutions: Beijing Jiaotong University , Alibaba Group
📅 Date: June 3, 2024
📑 Publisher: NeurIPS 2024
💻 Env: Mobile
🔑 Keywords: multi-agent collaboration planning agent reflection agent memory unit Mobile-Agent-v2

TLDR

Mobile-Agent-v2 is a mobile operation assistant that decomposes control into planning, decision, and reflection agents to handle long history navigation more effectively. It also maintains a memory unit for focus content from prior screens and reports over 30% task-completion improvement over the earlier single-agent Mobile-Agent setup.

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