Do Multi-Agents Dream of Electric Screens? Achieving Perfect Accuracy on AndroidWorld Through Task Decomposition

Pierre-Louis Favreau, Jean-Pierre Lo, Clement Guiguet, Charles Simon-Meunier, Nicolas Dehandschoewercker, Allen G. Roush, Judah Goldfeder, Ravid Shwartz-Ziv
February 2026 Preprint
PDF Code arXiv

Abstract

We study a mobile AI agent that separates planning, execution, verification, and reflection to improve reliability on AndroidWorld tasks.

Type
Preprint
Publication
arXiv preprint
AI Agents Evaluation
Ravid Shwartz-Ziv
Ravid Shwartz-Ziv
AI Researcher

AI researcher at Meta MSL with a background in information theory and computational neuroscience, working on world models, memory, and compression. Former Assistant Professor and Faculty Fellow at NYU, collaborating on research across academia and industry.

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