AI Agent

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)

A Comprehensive Review of Multi-Agent Reinforcement Learning in Video Games

Zhengyang Li, Qijin Ji, Xinghong Ling, Quan Liu

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

Comments IEEE Transactions on Games, 2025

Contemporary Agent Technology: LLM-Driven Advancements vs Classic Multi-Agent Systems

Costin Bădică, Amelia Bădică, Maria Ganzha, Mirjana Ivanović, Marcin Paprzycki, Dan Selişteanu, Zofia Wrona

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

Comments The paper has 33 pages and it contains 1 figure and 2 tables

Profile-Aware Maneuvering: A Dynamic Multi-Agent System for Robust GAIA Problem Solving by AWorld

Zhitian Xie, Qintong Wu, Chengyue Yu, Chenyi Zhuang, Jinjie Gu

机构 * AWorld Team, Inclusion AI（Inclusion AI团队） 纠错

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

CRMAgent: A Multi-Agent LLM System for E-Commerce CRM Message Template Generation

Yinzhu Quan, Xinrui Li, Ying Chen

机构 * Georgia Institute of Technology（佐治亚理工学院） ； ByteDance Inc.（字节跳动公司） 纠错

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

Automated Clinical Problem Detection from SOAP Notes using a Collaborative Multi-Agent LLM Architecture

Yeawon Lee, Xiaoyang Wang, Christopher C. Yang

机构 * Drexel University（德雷塞尔大学） 纠错

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

Comments Accepted to The 16th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB 2025)(Poster Paper)

cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending

Anirudh Satheesh, Keenan Powell, Hua Wei

机构 * Department of Computer Science, University of Maryland, College Park, Maryland, USA（美国马里兰大学计算机科学系） ； School of Computing and Augmented Intelligence, Arizona State University, Tempe, Arizona, USA（亚利桑那州立大学计算与增强智能学院） 纠错

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

Comments A shorter version has been accepted to the 2025 Conference on Information and Knowledge Management

Multi-Agent Penetration Testing AI for the Web

Isaac David, Arthur Gervais

机构 * University College London（伦敦大学学院） 纠错

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

Requirements Development and Formalization for Reliable Code Generation: A Multi-Agent Vision

Xu Lu, Weisong Sun, Yiran Zhang, Ming Hu, Cong Tian, Zhi Jin, Yang Liu

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

SentiMM: A Multimodal Multi-Agent Framework for Sentiment Analysis in Social Media

Xilai Xu, Zilin Zhao, Chengye Song, Zining Wang, Jinhe Qiang, Jiongrui Yan, Yuhuai Lin

机构 * College of Information and Electrical Engineering, China Agricultural University（信息与电气工程学院，中国农业大学） ； College of Software, Jilin University（软件学院，吉林大学） ； College of Communication Engineering, Jilin University（通信工程学院，吉林大学） 纠错

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

TradingGroup: A Multi-Agent Trading System with Self-Reflection and Data-Synthesis

Feng Tian, Flora D. Salim, Hao Xue

机构 * The University of New South Wales（新南威尔士大学） ； University of New South Wales（新南威尔士大学） 纠错

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

GoalfyMax: A Protocol-Driven Multi-Agent System for Intelligent Experience Entities

Siyi Wu, Zeyu Wang, Xinyuan Song, Zhengpeng Zhou, Lifan Sun, Tianyu Shi

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

Comments The author information is incorrect, some contributors are not included, and the submission has not been approved by all authors

AutoMisty: A Multi-Agent LLM Framework for Automated Code Generation in the Misty Social Robot

Xiao Wang, Lu Dong, Sahana Rangasrinivasan, Ifeoma Nwogu, Srirangaraj Setlur, Venugopal Govindaraju

机构 * State University of New York at Buffalo（纽约州立大学布法罗分校） ； Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham（计算机科学与工程系，阿米特拉学校 computing，阿米特拉世界大学） 纠错

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

Comments Accepted by IROS 2025

A Multi-agent Market Model Can Explain the Impact of AI Traders in Financial Markets -- A New Microfoundations of GARCH model

Kei Nakagawa, Masanori Hirano, Kentaro Minami, Takanobu Mizuta

机构 * Nomura Asset Management Co,Ltd., Japan（摩根士丹利资产管理部门（日本）） ； Preferred Netqorks, Inc., Japan（Preferred Networks株式会社（日本）） ； PayPay Corporation, Japan（PayPay公司（日本）） ； SPARX Asset Management Co., Ltd., Japan（SPARX资产管理部门（日本）） 纠错

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

Comments Accepted PRIMA2024

Evasive Active Hypothesis Testing with Deep Neuroevolution: The Single- and Multi-Agent Cases

George Stamatelis, Angelos-Nikolaos Kanatas, Ioannis Asprogerakas, George C. Alexandropoulos

机构 * Department of Informatics and Telecommunications, National and Kapodistrian University of Athens（信息与电信系，国家与卡波迪斯蒂亚大学） ； Department of Electrical and Computer Engineering, University of Illinois Chicago（电气与计算机工程系，伊利诺伊大学香槟分校） ； School of Electrical and Computer Engineering, National Technical University of Athens（电气与计算机工程系，国家技术大学） 纠错

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

Comments Under review at an IEEE journal, shorter conference version presented at IEEE ICC 2024

Enabling Multi-Agent Systems as Learning Designers: Applying Learning Sciences to AI Instructional Design

Jiayi Wang, Ruiwei Xiao, Xinying Hou, John Stamper

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

Comments under review for an [anonymized according to the conference policy] conference

Partially Decentralized Multi-Agent Q-Learning via Digital Cousins for Wireless Networks

Talha Bozkus, Urbashi Mitra

机构 * Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California（明希德电气与计算机工程系，南加州大学） 纠错

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

Comments This work has been submitted to the IEEE for possible publication

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

Towards safe control parameter tuning in distributed multi-agent systems

Abdullah Tokmak, Thomas B. Schön, Dominik Baumann

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

Comments Accepted to CDC 2025

A Taxonomy of Hierarchical Multi-Agent Systems: Design Patterns, Coordination Mechanisms, and Industrial Applications

David J. Moore

机构 * Independent Researcher（独立研究者） 纠错

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

AgentMental: An Interactive Multi-Agent Framework for Explainable and Adaptive Mental Health Assessment

Jinpeng Hu, Ao Wang, Qianqian Xie, Hui Ma, Zhuo Li, Dan Guo

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

MASH: Cooperative-Heterogeneous Multi-Agent Reinforcement Learning for Single Humanoid Robot Locomotion

Qi Liu, Xiaopeng Zhang, Mingshan Tan, Shuaikang Ma, Jinliang Ding, Yanjie Li

机构 * Faculty of Robot Science and Engineering, Northeastern University（机器人科学与工程学院，东北大学） ； Guangdong Key Laboratory of Intelligent Morphing Mechanisms and Adaptive Robotics and School of Intelligence Science and Engineering, the Harbin Institute of Technology Shenzhen（智能变形机制与适应机器人重点实验室和智能科学与工程学院，哈尔滨工业大学深圳） 纠错

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

Multi-Agent Reinforcement Learning for Adaptive Resource Orchestration in Cloud-Native Clusters

Guanzi Yao, Heyao Liu, Linyan Dai

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

Competitive Algorithms for Multi-Agent Ski-Rental Problems

Xuchuang Wang, Bo Sun, Hedyeh Beyhaghi, John C. S. Lui, Mohammad Hajiesmaili, Adam Wierman

机构 * University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校） ； University of Ottawa（渥太华大学） ； The Chinese University of Hong Kong（香港中文大学） ； California Institute of Technology（加州理工学院） 纠错

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

RAGulating Compliance: A Multi-Agent Knowledge Graph for Regulatory QA

Bhavik Agarwal, Hemant Sunil Jomraj, Simone Kaplunov, Jack Krolick, Viktoria Rojkova

机构 * MasterControl AI Research（MasterControl AI研究院） 纠错

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

MetaCipher: A Time-Persistent and Universal Multi-Agent Framework for Cipher-Based Jailbreak Attacks for LLMs

Boyuan Chen, Minghao Shao, Abdul Basit, Siddharth Garg, Muhammad Shafique

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