agentic systems 1cross-platform interaction 1evidence state management 1foundation models 1gui agents 1mobile automation 1multimodal reasoning 1omni-modal question answering 1reinforcement learning 1training-free planning 1
From the 2 of 7 linked papers with an AI index.
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cs.AI2026
Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents
Hanzhang Zhou, Panrong Tong, Xu Zhang +13
The paper introduces Qwen-UI-Agent, a foundation model for GUI agents that can operate across mobile, desktop, web, and search environments, combining GUI actions with CLI commands…
cs.AI2026
Omni-Decision: A Progressive Evidence-State Agent System for Omni-Modal QA
Ming Ma, Yi Zhu, Yiran Zhong +6
The paper introduces Omni-Decision, a training‑free system that keeps a structured evidence state to guide agents in gathering and validating omni‑modal information (videos, audio,…