AI Agent

MultiFuzz: A Dense Retrieval-based Multi-Agent System for Network Protocol Fuzzing

Youssef Maklad, Fares Wael, Ali Hamdi, Wael Elsersy, Khaled Shaban

机构 * Dept. of Computer Science, Qatar University, Doha, Qatar（计算机科学系，卡塔尔大学，多哈） 纠错

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

Energy-Efficient Routing Algorithm for Wireless Sensor Networks: A Multi-Agent Reinforcement Learning Approach

Parham Soltani, Mehrshad Eskandarpour, Amir Ahmadizad, Hossein Soleimani

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

Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration

Peilin Ji, Xiao Xue, Simeng Wang, Wenhao Yan

机构 * College of Intelligence and Computing（智能与计算学院） 纠错

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

Comments 17 pages including appendix, 6 figures

Multi-agent Auditory Scene Analysis

Caleb Rascon, Luis Gato-Diaz, Eduardo García-Alarcón

机构 * M365 Core, Microsoft Corporation（微软公司） 纠错

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

Comments Submitted to Applied Soft Computing

Advancing Language Multi-Agent Learning with Credit Re-Assignment for Interactive Environment Generalization

Zhitao He, Zijun Liu, Peng Li, Yi R. Fung, Ming Yan, Ji Zhang, Fei Huang, Yang Liu

机构 * Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China（人工智能产业研究院（AIR），清华大学，北京，中国） ； Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua University, Beijing, China（计算机科学与技术系，人工智能研究院，清华大学，北京，中国） ； Hong Kong University of Science and Technology, Hong Kong, China（香港科技大学，香港，中国） ； Tongyi Lab, Alibaba Group（通义实验室，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.CL

Comments Published in COLM2025

An Improved Multi-Agent Algorithm for Cooperative and Competitive Environments by Identifying and Encouraging Cooperation among Agents

Junjie Qi, Siqi Mao, Tianyi Tan

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

Adaptive Vision-Based Coverage Optimization in Mobile Wireless Sensor Networks: A Multi-Agent Deep Reinforcement Learning Approach

Parham Soltani, Mehrshad Eskandarpour, Sina Heidari, Farnaz Alizadeh, Hossein Soleimani

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

The Agent Behavior: Model, Governance and Challenges in the AI Digital Age

Qiang Zhang, Pei Yan, Yijia Xu, Chuanpo Fu, Yong Fang, Yang Liu

机构 * School of Cyber Science and Engineering, Sichuan University, China（计算机科学与工程学院，四川大学） ； College of Computing and Data Science, Nanyang Technological University, Sinapore（计算与数据科学学院，南洋理工大学） ； College of Electronics and Information Engineering, Shenzhen University, China（电子与信息工程学院，深圳大学） ； Department of Computer Science and Technology, Tsinghua University, China（计算机科学与技术系，清华大学） 纠错

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

Distributed Asynchronous Time-Varying Quadratic Programming with Asynchronous Objective Sampling

Gabriel Behrendt, Zachary I. Bell, Matthew Hale

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

Comments 35 pages, 4 figure, 1 table

Surrogate-guided optimization in quantum networks

Luise Prielinger, Álvaro G. Iñesta, Gayane Vardoyan

机构 * QuTech ； Delft University of Technolgy（代尔夫特理工大学） ； EEMCS ； University of Massachusetts（马萨诸塞大学） 纠错

专题命中 多智能体 ：workflow(abstract)；分类 cs.LG

Comments 20 pages (including supplementary notes), 12 figures