AI Agent

LLMDR: LLM-Driven Deadlock Detection and Resolution in Multi-Agent Pathfinding

Seungbae Seo, Junghwan Kim, Minjeong Shin, Bongwon Suh

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

CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation

Jie Liu, Pan Zhou, Yingjun Du, Ah-Hwee Tan, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves

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

Comments Accepted in ICLR2025

Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent

Xiaofeng Wang, Zhixin Zhang, Jinguang Zheng, Yiming Ai, Rui Wang

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

Comments 21 pages

Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning

Hao Ma, Tianyi Hu, Zhiqiang Pu, Boyin Liu, Xiaolin Ai, Yanyan Liang, Min Chen

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

Comments Accepted by NeurIPS '24

Multi-Agent Architecture in Distributed Environment Control Systems: vision, challenges, and opportunities

Natasha Astudillo, Fernando Koch

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

Comments 6 pages, 1 figure, 1 table

Curiosity Driven Multi-agent Reinforcement Learning for 3D Game Testing

Raihana Ferdous, Fitsum Kifetew, Davide Prandi, Angelo Susi

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

Comments Accepted at the 16th A-TEST Workshop, co-located with ICST 2025

Multi-Agent Actor-Critic Generative AI for Query Resolution and Analysis

Mohammad Wali Ur Rahman, Ric Nevarez, Lamia Tasnim Mim, Salim Hariri

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

Comments Accepted for publication in IEEE Transactions on Artificial Intelligence

Amorphous Fortress Online: Collaboratively Designing Open-Ended Multi-Agent AI and Game Environments

M Charity, Mayu Wilson, Steven Lee, Dipika Rajesh, Sam Earle, Julian Togelius

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

MASTER: A Multi-Agent System with LLM Specialized MCTS

Bingzheng Gan, Yufan Zhao, Tianyi Zhang, Jing Huang, Yusu Li, Shu Xian Teo, Changwang Zhang, Wei Shi

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

Comments Accepted by main NAACL 2025

InvAgent: A Large Language Model based Multi-Agent System for Inventory Management in Supply Chains

Yinzhu Quan, Zefang Liu

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

Multi-Agent Geospatial Copilots for Remote Sensing Workflows

Chaehong Lee, Varatheepan Paramanayakam, Andreas Karatzas, Yanan Jian, Michael Fore, Heming Liao, Fuxun Yu, Ruopu Li, Iraklis Anagnostopoulos, Dimitrios Stamoulis

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

MARL-OT: Multi-Agent Reinforcement Learning Guided Online Fuzzing to Detect Safety Violation in Autonomous Driving Systems

Linfeng Liang, Xi Zheng

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

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Zhenran Xu, Longyue Wang, Jifang Wang, Zhouyi Li, Senbao Shi, Xue Yang, Yiyu Wang, Baotian Hu, Jun Yu, Min Zhang

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

Comments Work in progress. Project Page: https://filmagent.github.io/

TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation

Yaoxiang Wang, Zhiyong Wu, Junfeng Yao, Jinsong Su

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

Comments Accepted by Neural Networks

Multi-Agent Consensus Seeking via Large Language Models

Huaben Chen, Wenkang Ji, Lufeng Xu, Shiyu Zhao

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

Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Khanh-Tung Tran, Dung Dao, Minh-Duong Nguyen, Quoc-Viet Pham, Barry O'Sullivan, Hoang D. Nguyen

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

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