AI Agent

CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic

Huaiyuan Yao, Longchao Da, Vishnu Nandam, Justin Turnau, Zhiwei Liu, Linsey Pang, Hua Wei

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

Comments 8 pages, 4 figures, accepted to SDM25

Enhancing Lifelong Multi-Agent Path Finding with Cache Mechanism

Yimin Tang, Zhenghong Yu, Yi Zheng, T. K. Satish Kumar, Jiaoyang Li, Sven Koenig

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

Comments arXiv admin note: substantial text overlap with arXiv:2403.13421

LLM-based Multi-Agent Systems: Techniques and Business Perspectives

Yingxuan Yang, Qiuying Peng, Jun Wang, Ying Wen, Weinan Zhang

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

Multi-Agent Norm Perception and Induction in Distributed Healthcare

Chao Li, Olga Petruchik, Elizaveta Grishanina, Sergey Kovalchuk

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

Comments 15 pages,8 figures,152 conferences,3 tables

DNN Task Assignment in UAV Networks: A Generative AI Enhanced Multi-Agent Reinforcement Learning Approach

Xin Tang, Qian Chen, Wenjie Weng, Binhan Liao, Jiacheng Wang, Xianbin Cao, Xiaohuan Li

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

MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration

Lin Xu, Zhiyuan Hu, Daquan Zhou, Hongyu Ren, Zhen Dong, Kurt Keutzer, See Kiong Ng, Jiashi Feng

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

Comments EMNLP 2024

Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning

Eslam Eldeeb, Houssem Sifaou, Osvaldo Simeone, Mohammad Shehab, Hirley Alves

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

Comments Early access in IEEE Transactions on Cognitive Communications and Networking

Adaptive Meta-Learning for Robust Deepfake Detection: A Multi-Agent Framework to Data Drift and Model Generalization

Dinesh Srivasthav P, Badri Narayan Subudhi

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

AI Multi-Agent Interoperability Extension for Managing Multiparty Conversations

Diego Gosmar, Deborah A. Dahl, Emmett Coin, David Attwater

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

Comments 20 pages, 3 figures

Measuring Responsibility in Multi-Agent Systems

Chunyan Mu, Nir Oren

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

Very Large-Scale Multi-Agent Simulation in AgentScope

Xuchen Pan, Dawei Gao, Yuexiang Xie, Yushuo Chen, Zhewei Wei, Yaliang Li, Bolin Ding, Ji-Rong Wen, Jingren Zhou

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

Comments We have released code on https://github.com/modelscope/agentscope/tree/main/examples/paper_large_scale_simulation

Multi-Agent Target Assignment and Path Finding for Intelligent Warehouse: A Cooperative Multi-Agent Deep Reinforcement Learning Perspective

Qi Liu, Jianqi Gao, Dongjie Zhu, Zhongjian Qiao, Pengbin Chen, Jingxiang Guo, Yanjie Li

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

DMS*: Minimizing Makespan for Multi-Agent Combinatorial Path Finding

Zhongqiang Ren, Anushtup Nandy, Sivakumar Rathinam, Howie Choset

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

Comments 9 pages, 6 figures

ShapefileGPT: A Multi-Agent Large Language Model Framework for Automated Shapefile Processing

Qingming Lin, Rui Hu, Huaxia Li, Sensen Wu, Yadong Li, Kai Fang, Hailin Feng, Zhenhong Du, Liuchang Xu

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

A Survey of Multi-Agent Deep Reinforcement Learning with Communication

Changxi Zhu, Mehdi Dastani, Shihan Wang

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

Comments 34 pages, 5 figures, 13 tables; published on Autonomous Agents and Multi-Agent Systems

Journal ref Auton. Agents Multi Agent Syst. 38(1): 4 (2024)

Principal-Agent Reinforcement Learning: Orchestrating AI Agents with Contracts

Dima Ivanov, Paul Dütting, Inbal Talgam-Cohen, Tonghan Wang, David C. Parkes

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

Graph Neural Networks with Model-based Reinforcement Learning for Multi-agent Systems

Hanxiao Chen

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

Comments The paper abstract has been accepted by NeurIPS 2024 WiML Workshop.(https://www.wiml.org/events/wiml-workshop-%40-neurips-2024)

Multi-agent Path Finding in Continuous Environment

Kristýna Janovská, Pavel Surynek

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

Comments The 36th IEEE International Conference on Tools with Artificial Intelligence (ICTAI). 2024, In press

Multi-agent Path Finding for Mixed Autonomy Traffic Coordination

Han Zheng, Zhongxia Yan, Cathy Wu

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

BreachSeek: A Multi-Agent Automated Penetration Tester

Ibrahim Alshehri, Adnan Alshehri, Abdulrahman Almalki, Majed Bamardouf, Alaqsa Akbar

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

Comments 7 pages, 6 figures

Performance-Aware Self-Configurable Multi-Agent Networks: A Distributed Submodular Approach for Simultaneous Coordination and Network Design

Zirui Xu, Vasileios Tzoumas

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

Comments Accepted to CDC 2024

PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods

Yiying Wang, Xiaojing Li, Binzhu Wang, Yueyang Zhou, Yingru Lin, Han Ji, Hong Chen, Jinshi Zhang, Fei Yu, Zewei Zhao, Song Jin, Renji Gong, Wanqing Xu

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

Optimal and Bounded Suboptimal Any-Angle Multi-agent Pathfinding

Konstantin Yakovlev, Anton Andreychuk, Roni Stern

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

Comments This is a pre-print version of the paper accepted to IROS 2024. Its main body is similar to the camera-ready version of the conference paper. In addition this pre-print contains Appendix

WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration

Yao Zhang, Zijian Ma, Yunpu Ma, Zhen Han, Yu Wu, Volker Tresp

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

Multi-Agent Path Finding with Real Robot Dynamics and Interdependent Tasks for Automated Warehouses

Vassilissa Lehoux-Lebacque, Tomi Silander, Christelle Loiodice, Seungjoon Lee, Albert Wang, Sofia Michel

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

Comments Accepted to ECAI-2024. For related videos, see https://europe.naverlabs.com/research/publications/MAPF_IPP

MEDCO: Medical Education Copilots Based on A Multi-Agent Framework

Hao Wei, Jianing Qiu, Haibao Yu, Wu Yuan

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

Journal ref ECCV 2024 Workshop

Cooperative Reward Shaping for Multi-Agent Pathfinding

Zhenyu Song, Ronghao Zheng, Senlin Zhang, Meiqin Liu

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

Comments 10 pages,9 figures

AtomAgents: Alloy design and discovery through physics-aware multi-modal multi-agent artificial intelligence

Alireza Ghafarollahi, Markus J. Buehler

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

CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis

Yihang Xiao, Jinyi Liu, Yan Zheng, Xiaohan Xie, Jianye Hao, Mingzhi Li, Ruitao Wang, Fei Ni, Yuxiao Li, Jintian Luo, Shaoqing Jiao, Jiajie Peng

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

Applying Multi-Agent Negotiation to Solve the Production Routing Problem With Privacy Preserving

Luiza Pellin Biasoto, Vinicius Renan de Carvalho, Jaime Simão Sichman

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

Comments The 15th Workshop on Optimization and Learning in Multiagent Systems