AI Agent

LLM Enabled Multi-Agent System for 6G Networks: Framework and Method of Dual-Loop Edge-Terminal Collaboration

Zheyan Qu, Wenbo Wang, Zitong Yu, Boquan Sun, Yang Li, Xing Zhang

机构 * Beijing University of Posts and Telecommunications（北京邮电大学） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；planning(abstract)；分类 cs.AI

Comments This paper has been accepted by IEEE Communications Magazine

BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling

Hao Li, Yu-Hao Huang, Chang Xu, Viktor Schlegel, Renhe Jiang, Riza Batista-Navarro, Goran Nenadic, Jiang Bian

机构 * Microsoft Research（微软研究院） ； The University of Manchester, UK（英国曼彻斯特大学） ； Nanjing University, China（南京大学） ； Imperial College London, Imperial Global Singapore, Singapore（伦敦帝国学院，新加坡帝国全球分校，新加坡） ； The University of Tokyo, Japan（日本东京大学） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.CL、cs.LG

Comments ICML 2025 Main Conference

QCA-MolGAN: Quantum Circuit Associative Molecular GAN with Multi-Agent Reinforcement Learning

Aaron Mark Thomas, Yu-Cheng Chen, Hubert Okadome Valencia, Sharu Theresa Jose, Ronin Wu

机构 * Department of Computer Science（计算机科学系） ； University of Birmingham（伯明翰大学） ； QunaSys Europe（QunaSys欧洲分公司） ； Hon Hai Research Institute（鸿海研究机构） ； Departement of Computer Science（计算机科学系） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments Accepted to the proceedings of IEEE Quantum Artificial Intelligence, 6 pages, 3 figures

OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration

Jusheng Zhang, Yijia Fan, Kaitong Cai, Xiaofei Sun, Keze Wang

机构 * Sun Yat-sen University（中山大学） ； Alibaba Group（阿里巴巴集团） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments Accepted at EMNLP 2025 (Long Paper)

Adaptation of Parameters in Heterogeneous Multi-agent Systems

Hyungbo Shim, Jin Gyu Lee, B. D. O. Anderson

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

Comments 10 pages, 2 figures, IEEE Conf. on Decision and Control 2025

Shared Autonomy through LLMs and Reinforcement Learning for Applications to Ship Hull Inspections

Cristiano Caissutti, Estelle Gerbier, Ehsan Khorrambakht, Paolo Marinelli, Andrea Munafo', Andrea Caiti

机构 * Dept. of Information Engineering University of Pisa, Italy Pisa, Italy（信息工程系 乌迪内大学 乌迪内，意大利） 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

When and Why is Persuasion Hard? A Computational Complexity Result

Zachary Wojtowicz

专题命中 多智能体 ：AI agent(abstract)

Comments 5 pages