Large language model-brained gui agents: A survey

C Zhang, S He, J Qian, B Li, L Li, S Qin, Y Kang… - arxiv preprint arxiv …, 2024 - arxiv.org
GUIs have long been central to human-computer interaction, providing an intuitive and
visually-driven way to access and interact with digital systems. The advent of LLMs …

Lifelong Learning of Large Language Model based Agents: A Roadmap

J Zheng, C Shi, X Cai, Q Li, D Zhang, C Li, D Yu… - arxiv preprint arxiv …, 2025 - arxiv.org
Lifelong learning, also known as continual or incremental learning, is a crucial component
for advancing Artificial General Intelligence (AGI) by enabling systems to continuously adapt …

Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks

Z Wang, H Xu, J Wang, X Zhang, M Yan… - arxiv preprint arxiv …, 2025 - arxiv.org
Smartphones have become indispensable in modern life, yet navigating complex tasks on
mobile devices often remains frustrating. Recent advancements in large multimodal model …