AI Agent

GAMA: A General Anonymizing Multi-Agent System for Privacy Preservation Enhanced by Domain Rules and Disproof Mechanism

Hailong Yang, Renhuo Zhao, Guanjin Wang, Zhaohong Deng

机构 * Jiangnan University（江南大学） ； Murdoch University（莫纳什大学） 纠错

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

AutoBnB-RAG: Enhancing Multi-Agent Incident Response with Retrieval-Augmented Generation

Zefang Liu, Arman Anwar

机构 * Georgia Institute of Technology（佐治亚理工学院） 纠错

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

LLM-Hanabi: Evaluating Multi-Agent Gameplays with Theory-of-Mind and Rationale Inference in Imperfect Information Collaboration Game

Fangzhou Liang, Tianshi Zheng, Chunkit Chan, Yauwai Yim, Yangqiu Song

机构 * Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China（计算机科学与工程系，香港科技大学，香港特别行政区，中国） 纠错

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

Comments EMNLP 2025 Wordplay

Video Game Level Design as a Multi-Agent Reinforcement Learning Problem

Sam Earle, Zehua Jiang, Eugene Vinitsky, Julian Togelius

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

Comments 11 pages, 7 tables, 5 figures, published as full technical paper at the AAAI conference on Artificial Intelligence and Interactive Digital Entertainment 2025

On the Importance of Task Complexity in Evaluating LLM-Based Multi-Agent Systems

Bohan Tang, Huidong Liang, Keyue Jiang, Xiaowen Dong

机构 * University of Oxford（牛津大学） ； 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、cs.LG

Staircase Streaming for Low-Latency Multi-Agent Inference

Junlin Wang, Jue Wang, Zhen, Xu, Ben Athiwaratkun, Bhuwan Dhingra, Ce Zhang, James Zou

机构 * Duke University（杜克大学） ； Together AI ； University of Chicago（芝加哥大学） ； Stanford University（斯坦福大学） 纠错

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

QuantAgents: Towards Multi-agent Financial System via Simulated Trading

Xiangyu Li, Yawen Zeng, Xiaofen Xing, Jin Xu, Xiangmin Xu

机构 * South China University of Technology（南方科技大学） ； Pazhou Lab（琶洲实验室） ； Foshan University（佛山大学） 纠错

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

Comments This paper has been accepted by EMNLP 2025

Multi-Agent Collaborative Intelligence: Dual-Dial Control for Reliable LLM Reasoning

Edward Y. Chang, Ethan Y. Chang

机构 * Stanford University（斯坦福大学） ； UIUC（伊利诺伊大学香槟分校） 纠错

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

Comments 27 pages, 5 figures, 21 tables

NegotiationGym: Self-Optimizing Agents in a Multi-Agent Social Simulation Environment

Shashank Mangla, Chris Hokamp, Jack Boylan, Demian Gholipour Ghalandari, Yuuv Jauhari, Lauren Cassidy, Oisin Duffy

机构 * Quantexa 纠错

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

Comments SocialSim Workshop at COLM 2025

Multi-Agent Code-Orchestrated Generation for Reliable Infrastructure-as-Code

Rana Nameer Hussain Khan, Dawood Wasif, Jin-Hee Cho, Ali Butt

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

Distributed Area Coverage with High Altitude Balloons Using Multi-Agent Reinforcement Learning

Adam Haroon, Tristan Schuler

机构 * NREIP Intern（NREIP实习生） ； U.S. Naval Research Laboratory（美国海军研究实验室） ； U.S. Government（美国政府） 纠错

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

OptAgent: Optimizing Query Rewriting for E-commerce via Multi-Agent Simulation

Divij Handa, David Blincoe, Orson Adams, Yinlin Fu

机构 * Arizona State University（亚利桑那州立大学） ； Etsy 纠错

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

Who's the Mole? Modeling and Detecting Intention-Hiding Malicious Agents in LLM-Based Multi-Agent Systems

Yizhe Xie, Congcong Zhu, Xinyue Zhang, Tianqing Zhu, Dayong Ye, Minghao Wang, Chi Liu

机构 * Faculty of Data Science, City University of Macau（数据科学学院，澳门城市大学） ； Minzu University of China（民族大学） 纠错

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

MAD-Sherlock: Multi-Agent Debate for Visual Misinformation Detection

Kumud Lakara, Georgia Channing, Christian Rupprecht, Juil Sock, Philip Torr, John Collomosse, Christian Schroeder de Witt

机构 * University of Oxford, Oxford, UK（牛津大学） ； BBC AI Research, London, UK（BBC人工智能研究） ； University of Surrey, Guildford, UK（萨里大学） 纠错

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

Bridging Clinical Narratives and ACR Appropriateness Guidelines: A Multi-Agent RAG System for Medical Imaging Decisions

Satrio Pambudi, Filippo Menolascina

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

Learning Closed-Loop Parametric Nash Equilibria of Multi-Agent Collaborative Field Coverage

Jushan Chen, Santiago Paternain

机构 * Department of Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute（电气、计算机与系统工程系，罗切斯特理工学院） 纠错

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

Comments Updated license

Multi-Agent Distributed Optimization With Feasible Set Privacy

Shreya Meel, Sennur Ulukus

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

PentestMCP: A Toolkit for Agentic Penetration Testing

Zachary Ezetta, Wu-chang Feng

机构 * Portland State University（波特兰州立大学） ； Department of Computer Science（计算机科学系） 纠错

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

Privacy Leakage Overshadowed by Views of AI: A Study on Human Oversight of Privacy in Language Model Agent

Zhiping Zhang, Bingcan Guo, Tianshi Li

机构 * Northeastern University（东北大学） ； University of Washington（华盛顿大学） 纠错

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

The Argument is the Explanation: Structured Argumentation for Trust in Agents

Ege Cakar, Per Ola Kristensson

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

Comments 8 pages, 4 figures, 6 tables, submitted to IAAI-26

On Zero-Shot Reinforcement Learning

Scott Jeen

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

Comments PhD thesis

Pragmatic Embodied Spoken Instruction Following in Human-Robot Collaboration with Theory of Mind

Lance Ying, Xinyi Li, Shivam Aarya, Yizirui Fang, Yifan Yin, Jason Xinyu Liu, Stefanie Tellex, Joshua B. Tenenbaum, Tianmin Shu

机构 * Massachusetts Institute of Technology（麻省理工学院） ； Harvard University（哈佛大学） ； Johns Hopkins University（约翰霍普金斯大学） ； Brown University（布朗大学） 纠错

专题命中 多智能体 ：agent(abstract)；分类 cs.AI

Comments 8 pages, 7 figures