Скачать или смотреть Mobile-Agent-v3: Open GUI Automation Agents

In this AI Research Roundup episode, Alex discusses the paper:
'Mobile-Agent-v3: Foundamental Agents for GUI Automation'
This work introduces GUI-Owl, a foundational multimodal agent for GUI automation, and Mobile-Agent-v3, a multi-agent framework that achieves state-of-the-art open-source performance on desktop and mobile GUI benchmarks. Built on Qwen2.5-VL, GUI-Owl is post-trained on large, diverse interaction datasets from a cloud-based, multi-platform environment. The system unifies UI grounding, planning, action semantics, reasoning, and long-horizon decision-making across Android, Windows, macOS, Linux, and the web. A self-evolving trajectory pipeline, targeted datasets for grounding/planning/action semantics, and an asynchronous framework enable scalable, reliable GUI task automation.
Paper URL: https://arxiv.org/abs/2508.15144

#AI #MachineLearning #DeepLearning #GUIAutomation #Multimodal #LLMAgents #UIGrounding

Resources:
GitHub: https://github.com/X-PLUG/MobileAgent