AI Agent

New Mechanisms in Flex Distribution for Bounded Suboptimal Multi-Agent Path Finding

Shao-Hung Chan, Thomy Phan, Jiaoyang Li, Sven Koenig

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

Comments 9 pages, 10 figures, International Symposium on Combinatorial Search, 2025

Adaptive Graph Pruning for Multi-Agent Communication

Boyi Li, Zhonghan Zhao, Der-Horng Lee, Gaoang Wang

机构 * Zhejiang University - University of Illinois Urbana-Champaign Institute（浙江大学 - 印第安纳大学厄巴纳-香槟分校研究所） ； Zhejiang University, College of Computer Science and Technology（浙江大学计算机科学与技术学院） 纠错

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

Comments ECAI 2025

Uncertainty-Aware Knowledge Transformers for Peer-to-Peer Energy Trading with Multi-Agent Reinforcement Learning

Mian Ibad Ali Shah, Enda Barrett, Karl Mason

机构 * School of Computer Science, University of Galway, Ireland（Galway大学计算机科学学院） 纠错

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

Comments 7 pages, 4 figures, 1 table, Proceedings of the Main Track of the European Conference on Artificial Intelligence (ECAI 2025), October 25-30, 2025

Multi-Agent Reinforcement Learning for Sample-Efficient Deep Neural Network Mapping

Srivatsan Krishnan, Jason Jabbour, Dan Zhang, Natasha Jaques, Aleksandra Faust, Shayegan Omidshafiei, Vijay Janapa Reddi

机构 * NVIDIA ； Harvard University（哈佛大学） ； Google DeepMind（谷歌DeepMind） ； University of Washington（华盛顿大学） ； Genesis Therapeutics（基因治疗公司） ； Field AI 纠错

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

GasAgent: A Multi-Agent Framework for Automated Gas Optimization in Smart Contracts

Jingyi Zheng, Zifan Peng, Yule Liu, Junfeng Wang, Yifan Liao, Wenhan Dong, Xinlei He

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

Joint-Local Grounded Action Transformation for Sim-to-Real Transfer in Multi-Agent Traffic Control

Justin Turnau, Longchao Da, Khoa Vo, Ferdous Al Rafi, Shreyas Bachiraju, Tiejin Chen, Hua Wei

机构 * ASU（亚利桑那州立大学） 纠错

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

Comments This paper was accepted to RLC/RLJ 2025

Dr.Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian

Andrei Niculae, Adrian Cosma, Cosmin Dumitrache, Emilian Rǎdoi

机构 * National University of Science and Technology POLITEHNICA Bucharest（波兰技术科学大学） ； Dalle Molle Institute for Artificial Intelligence Research (IDSIA)（达勒莫利人工智能研究所） ； MedicChat 纠错

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

Comments 10 figures, 2 tables, 2 listings

SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation

Xiaofeng Shi, Qian Kou, Yuduo Li, Ning Tang, Jinxin Xie, Longbin Yu, Songjing Wang, Hua Zhou

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

WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis

Xinheng Lyu, Yuci Liang, Wenting Chen, Meidan Ding, Jiaqi Yang, Guolin Huang, Daokun Zhang, Xiangjian He, Linlin Shen

机构 * College of Artificial Intelligence, Shenzhen University, China（深圳大学人工智能学院） ； School of Computer Science, University of Nottingham Ningbo China, China（诺丁汉宁波大学计算机学院） ； College of Computer Science and Software Engineering, Shenzhen University, China（深圳大学计算机科学与软件工程学院） ； Department of Electrical Engineering, City University of Hong Kong, Hong Kong（香港城市大学电气工程系） ； Wuyi University, China（武夷大学） 纠错

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

Causal Knowledge Transfer for Multi-Agent Reinforcement Learning in Dynamic Environments

Kathrin Korte, Christian Medeiros Adriano, Sona Ghahremani, Holger Giese

机构 * IT University of Copenhagen（丹麦IT大学） ； Hasso Plattner Institute, University of Potsdam（洪堡研究所、波茨坦大学） 纠错

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

Bridging Literature and the Universe Via A Multi-Agent Large Language Model System

Xiaowen Zhang, Zhenyu Bi, Patrick Lachance, Xuan Wang, Tiziana Di Matteo, Rupert A. C. Croft

机构 * Department of Physics, Carnegie Mellon University（卡内基梅隆大学物理系） ； Department of Computer Science, Virginia Tech（弗吉尼亚理工学院计算机科学系） 纠错

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

Comments 6 pages, 4 figures

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development

Dongming Jin, Weisong Sun, Jiangping Huang, Peng Liang, Jifeng Xuan, Yang Liu, Zhi Jin

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

Comments 22pages, 4 figures

Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning

Jianming Chen, Yawen Wang, Junjie Wang, Xiaofei Xie, jun Hu, Qing Wang, Fanjiang Xu

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

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2025)

GenAI-based Multi-Agent Reinforcement Learning towards Distributed Agent Intelligence: A Generative-RL Agent Perspective

Hang Wang, Junshan Zhang

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

Comments Position paper

RAMA: Retrieval-Augmented Multi-Agent Framework for Misinformation Detection in Multimodal Fact-Checking

Shuo Yang, Zijian Yu, Zhenzhe Ying, Yuqin Dai, Guoqing Wang, Jun Lan, Jinfeng Xu, Jinze Li, Edith C. H. Ngai

机构 * The University of Hong Kong（香港大学） 纠错

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

AgentsNet: Coordination and Collaborative Reasoning in Multi-Agent LLMs

Florian Grötschla, Luis Müller, Jan Tönshoff, Mikhail Galkin, Bryan Perozzi

机构 * ETH Zurich（苏黎世联邦理工学院） ； RWTH Aachen University（亚琛工业大学） ； Google Research（谷歌研究院） 纠错

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

Comments Preprint

Exploring Design of Multi-Agent LLM Dialogues for Research Ideation

Keisuke Ueda, Wataru Hirota, Takuto Asakura, Takahiro Omi, Kosuke Takahashi, Kosuke Arima, Tatsuya Ishigaki

机构 * Artificial Intelligence Research Center, AIST（人工智能研究中心，AIST） ； EPFL（瑞士联邦理工学院） ； Stockmark（Stockmark公司） 纠错

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

Comments 16 pages, 1 figure, appendix. Accepted to SIGDIAL 2025

PILOC: A Pheromone Inverse Guidance Mechanism and Local-Communication Framework for Dynamic Target Search of Multi-Agent in Unknown Environments

Hengrui Liu, Yi Feng, Qilong Zhang

机构 * School of Control Science and Engineering, Dalian University of Technology, Dalian, China（控制科学与工程学院，大连理工大学，大连，中国） 纠错

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

Hybrid Quantum-Classical Multi-Agent Pathfinding

Thore Gerlach, Loong Kuan Lee, Frédéric Barbaresco, Nico Piatkowski

机构 * University of Bonn（波恩大学） 纠错

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

Comments 11 pages, accepted at ICML 2025

AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management

Junyuan Mao, Fanci Meng, Yifan Duan, Miao Yu, Xiaojun Jia, Junfeng Fang, Yuxuan Liang, Kun Wang, Qingsong Wen

机构 * University of Science and Technology of China（中国科学技术大学） ； Nanyang Technological University（南洋理工大学） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； Squirrel Ai Learning 纠错

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

FurniMAS: Language-Guided Furniture Decoration using Multi-Agent System

Toan Nguyen, Tri Le, Quang Nguyen, Anh Nguyen

机构 * FSoft AI Center（FSoft AI中心） ； University of Liverpool（利物浦大学） 纠错

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

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing

Jinwei Hu, Yi Dong, Zhengtao Ding, Xiaowei Huang

机构 * Department of Computer Science（计算机科学系） ； Department of Electrical and Electronic Engineering（电子与电气工程系） 纠错

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

Comments Preprint accepted by Chinese Journal of Aeronautics

CortexDebate: Debating Sparsely and Equally for Multi-Agent Debate

Yiliu Sun, Zicheng Zhao, Sheng Wan, Chen Gong

机构 * School of Computer Science and Engineering, Nanjing University of Science and Technology（南京理工大学计算机科学与工程学院） ； College of Artificial Intelligence, Nanjing Agricultural University（南京农业大学人工智能学院） ； School of Automation and Intelligent Sensing, Shanghai Jiao Tong University（上海交通大学自动化与智能感知学院） 纠错

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

Comments Accepted by ACL 2025

Generating Novelty in Open-World Multi-Agent Strategic Board Games

Mayank Kejriwal, Shilpa Thomas

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

Comments 16 pages, shorter version demonstrated in NeurIPS 2020

An Extended Benchmarking of Multi-Agent Reinforcement Learning Algorithms in Complex Fully Cooperative Tasks

George Papadopoulos, Andreas Kontogiannis, Foteini Papadopoulou, Chaido Poulianou, Ioannis Koumentis, George Vouros

机构 * University of Piraeus（比雷埃亚大学） ； Radboud University（拉德博德大学） 纠错

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

Multi-Agent Reinforcement Learning for Dynamic Pricing in Supply Chains: Benchmarking Strategic Agent Behaviours under Realistically Simulated Market Conditions

Thomas Hazenberg, Yao Ma, Seyed Sahand Mohammadi Ziabari, Marijn van Rijswijk

机构 * Informatics Institute, University of Amsterdam（阿姆斯特丹大学信息研究所） ； Department of Computer Science and Technology, SUNY Empire State University（SUNY帝国州大学计算机科学与技术系） ； KPMG N.V（KPMG荷兰公司） 纠错

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

Exploring Advanced LLM Multi-Agent Systems Based on Blackboard Architecture

Bochen Han, Songmao Zhang

机构 * State Key Laboratory of Mathematical Sciences Academy of Mathematics and Systems Science, CAS（数学科学国家重点实验室，数学与系统科学研究院，中国科学院） 纠错

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

BioMARS: A Multi-Agent Robotic System for Autonomous Biological Experiments

Yibo Qiu, Zan Huang, Zhiyu Wang, Handi Liu, Yiling Qiao, Yifeng Hu, Shu'ang Sun, Hangke Peng, Ronald X Xu, Mingzhai Sun

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

Using multi-agent architecture to mitigate the risk of LLM hallucinations

Abd Elrahman Amer, Magdi Amer

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

Co-Optimizing Reconfigurable Environments and Policies for Decentralized Multi-Agent Navigation

Zhan Gao, Guang Yang, Amanda Prorok

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