AI Agent - arXivDaily 专题

2502.02071 2025-02-05 eess.SY cs.SY 89%

Sequential Multi-objective Multi-agent Reinforcement Learning Approach for Predictive Maintenance

Yan Chen, Cheng Liu

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

2405.17794 2025-02-03 cs.RO 89%

LNS2+RL: Combining Multi-Agent Reinforcement Learning with Large Neighborhood Search in Multi-Agent Path Finding

Yutong Wang, Tanishq Duhan, Jiaoyang Li, Guillaume Sartoretti

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

Comments Accepted for presentation at AAAI 2025

2501.11149 2025-01-22 cs.RO 89%

CART-MPC: Coordinating Assistive Devices for Robot-Assisted Transferring with Multi-Agent Model Predictive Control

Ruolin Ye, Shuaixing Chen, Yunting Yan, Joyce Yang, Christina Ge, Jose Barreiros, Kate Tsui, Tom Silver, Tapomayukh Bhattacharjee

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

2412.20154 2024-12-31 cs.NI 89%

Defending Against Network Attacks for Secure AI Agent Migration in Vehicular Metaverses

Xinru Wen, Jinbo Wen, Ming Xiao, Jiawen Kang, Tao Zhang, Xiaohuan Li, Chuanxi Chen, Dusit Niyato

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

2404.12135 2024-12-24 cs.MA cs.CR cs.DC 89%

mABC: multi-Agent Blockchain-Inspired Collaboration for root cause analysis in micro-services architecture

Wei Zhang, Hongcheng Guo, Jian Yang, Zhoujin Tian, Yi Zhang, Chaoran Yan, Zhoujun Li, Tongliang Li, Xu Shi, Liangfan Zheng, Bo Zhang

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

2412.10609 2024-12-17 cs.MA 89%

A systematic review of norm emergence in multi-agent systems

Carmengelys Cordova, Joaquin Taverner, Elena Del Val, Estefania Argente

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

2412.04440 2024-12-06 cs.CV 89%

GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration

Kaiyi Huang, Yukun Huang, Xuefei Ning, Zinan Lin, Yu Wang, Xihui Liu

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

Comments Project website: https://karine-h.github.io/GenMAC/

2309.11477 2024-11-15 eess.SY cs.SY 89%

Multi-Agent Control Synthesis from Global Temporal Logic Tasks with Synchronous Satisfaction Requirements

Tiange Yang, Yuanyuan Zou, Jinfeng Liu, Shaoyuan Li, Xiaohu Zhao

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

Comments 10 pages, 4 figures

2411.05990 2024-11-13 cs.AI cs.CL cs.GT cs.LG cs.MA 89%

Game-theoretic LLM: Agent Workflow for Negotiation Games

Wenyue Hua, Ollie Liu, Lingyao Li, Alfonso Amayuelas, Julie Chen, Lucas Jiang, Mingyu Jin, Lizhou Fan, Fei Sun, William Wang, Xintong Wang, Yongfeng Zhang

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

Comments 45 pages, 12 figures

2101.04950 2024-11-06 math.OC 89%

Temporal Recurring Unavailabilities in Multi-agent Rural Postman Problem: Navigating railway tracks during availability time intervals

Somnath Buriuly, Leena Vachhani, Arpita Sinha, Sivapragasam Ravitharan, Sunita Chauhan

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

2410.21784 2024-10-30 cs.AI cs.CL cs.LG cs.MA 89%

MARCO: Multi-Agent Real-time Chat Orchestration

Anubhav Shrimal, Stanley Kanagaraj, Kriti Biswas, Swarnalatha Raghuraman, Anish Nediyanchath, Yi Zhang, Promod Yenigalla

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

Comments EMNLP 2024 Industry Track

2409.11852 2024-10-22 cs.RO cs.GT cs.MA 89%

XP-MARL: Auxiliary Prioritization in Multi-Agent Reinforcement Learning to Address Non-Stationarity

Jianye Xu, Omar Sobhy, Bassam Alrifaee

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

Comments 7 pages, 5 figures. This work has been submitted to the IEEE for possible publication

2409.10375 2024-10-17 cs.RO 89%

Decentralized and Asymmetric Multi-Agent Learning in Construction Sites

Yakov Miron, Dan Navon, Yuval Goldfracht, Dotan Di Castro, Itzik Klein

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

Journal ref 14 October 2024

2410.06627 2024-10-15 eess.SY cs.SY 89%

Variations in Multi-Agent Actor-Critic Frameworks for Joint Optimizations in UAV Swarm Networks: Recent Evolution, Challenges, and Directions

Muhammad Morshed Alam, Muhammad Yeasir Aarafat, Tamim Hossain

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

2409.19006 2024-10-15 cs.CL cs.AI cs.LG 89%

Towards Automated Patent Workflows: AI-Orchestrated Multi-Agent Framework for Intellectual Property Management and Analysis

Sakhinana Sagar Srinivas, Vijay Sri Vaikunth, Venkataramana Runkana

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

Comments Accepted at Workshop on Open-World Agents (OWA-NeurIPS 2024) : Synergizing Reasoning and Decision-Making in Open-World Environments

2311.15330 2024-09-17 cs.RO 89%

Multi-Agent Combinatorial Path Finding with Heterogeneous Task Duration

Yuanhang Zhang, Xuemian Wu, Hesheng Wang, Zhongqiang Ren

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

2409.05556 2024-09-10 cs.AI cond-mat.dis-nn cond-mat.mtrl-sci cs.CL cs.LG 89%

SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning

Alireza Ghafarollahi, Markus J. Buehler

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

2409.00985 2024-09-04 cs.SE cs.AI cs.CL 89%

Co-Learning: Code Learning for Multi-Agent Reinforcement Collaborative Framework with Conversational Natural Language Interfaces

Jiapeng Yu, Yuqian Wu, Yajing Zhan, Wenhao Guo, Zhou Xu, Raymond Lee

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

Comments 12 pages, 8 figures

2409.00082 2024-09-04 cs.CL cs.AI cs.CV cs.LG 89%

Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering

Sagar Srinivas Sakhinana, Geethan Sannidhi, Venkataramana Runkana

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

Comments Our paper is accepted for publication at ML4CCE workshop at ECML PKDD 2024

2408.14948 2024-08-28 cs.MA 89%

Decentralized Unlabeled Multi-agent Pathfinding Via Target And Priority Swapping (With Supplementary)

Stepan Dergachev, Konstantin Yakovlev

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

Comments This is a pre-print of the paper accepted to ECAI 2024. Its main body is similar the camera-ready version of the conference paper. In addition this pre-print contains Supplementary Material incorporating extended empirical results and analysis. It contains 10 pages, 8 figures, 4 tables

2408.13615 2024-08-27 cs.MA 89%

Reaching New Heights in Multi-Agent Collective Construction

Martin Rameš, Pavel Surynek

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

Comments 9 pages, 5 figures, ECAI 2024 extension

2408.11788 2024-08-22 cs.AI cs.CL cs.CV cs.SE 89%

DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework

Zhifei Xie, Daniel Tang, Dingwei Tan, Jacques Klein, Tegawend F. Bissyand, Saad Ezzini

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

Comments 13 pages, 8 figures

2406.12628 2024-06-19 eess.SY cs.SY 89%

Large Language Models based Multi-Agent Framework for Objective Oriented Control Design in Power Electronics

Chenggang Cui, Jiaming Liu, Junkang Feng, Peifeng Hui, Amer M. Y. M. Ghias, Chuanlin Zhang

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

Comments 6 pages, 6 figures

2405.16854 2024-05-28 cs.MA 89%

Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning

Zhihao Liu, Xianliang Yang, Zichuan Liu, Yifan Xia, Wei Jiang, Yuanyu Zhang, Lijuan Li, Guoliang Fan, Lei Song, Bian Jiang

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

2405.11106 2024-05-21 cs.MA cs.AI cs.CL cs.LG cs.RO 89%

LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions

Chuanneng Sun, Songjun Huang, Dario Pompili

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

Comments 8 pages, 1 figure, 1 table, submitted to IEEE RA-L

2405.02034 2024-05-06 math.OC cs.SY eess.SY 89%

Multi-Agent Coverage Control on Surfaces Using Conformal Mapping

Chao Zhai, Yuming Wu

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

2404.18081 2024-05-01 cs.SD cs.AI cs.CL cs.LG cs.MM eess.AS 89%

ComposerX: Multi-Agent Symbolic Music Composition with LLMs

Qixin Deng, Qikai Yang, Ruibin Yuan, Yipeng Huang, Yi Wang, Xubo Liu, Zeyue Tian, Jiahao Pan, Ge Zhang, Hanfeng Lin, Yizhi Li, Yinghao Ma, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenwu Wang, Guangyu Xia, Wei Xue, Yike Guo

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

2307.11252 2024-04-23 cs.RO cs.MA 89%

Introducing Delays in Multi-Agent Path Finding

Justin Kottinger, Tzvika Geft, Shaull Almagor, Oren Salzman, Morteza Lahijanian

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

Comments 9 pages, 6 figures, and 3 tables

2209.12506 2024-04-10 cs.MA 89%

Constrained Multi-Agent Path Finding on Directed Graphs

Stefano Ardizzoni, Luca Consolini, Marco Locatelli, Irene Saccani

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

Journal ref Automatica, Volume 165, July 2024, 111593

2208.07756 2024-04-10 cs.RO 89%

Time Minimization and Online Synchronization for Multi-agent Systems under Collaborative Temporal Tasks

Zesen Liu, Meng Guo, Zhongkui Li

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

Comments 17 pages, 14 figures

Journal ref Automatica Volume 159, January 2024, 111377

1. 多智能体 14777 篇

Sequential Multi-objective Multi-agent Reinforcement Learning Approach for Predictive Maintenance

LNS2+RL: Combining Multi-Agent Reinforcement Learning with Large Neighborhood Search in Multi-Agent Path Finding

CART-MPC: Coordinating Assistive Devices for Robot-Assisted Transferring with Multi-Agent Model Predictive Control

Defending Against Network Attacks for Secure AI Agent Migration in Vehicular Metaverses

mABC: multi-Agent Blockchain-Inspired Collaboration for root cause analysis in micro-services architecture

A systematic review of norm emergence in multi-agent systems

GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration

Multi-Agent Control Synthesis from Global Temporal Logic Tasks with Synchronous Satisfaction Requirements

Game-theoretic LLM: Agent Workflow for Negotiation Games

Temporal Recurring Unavailabilities in Multi-agent Rural Postman Problem: Navigating railway tracks during availability time intervals

MARCO: Multi-Agent Real-time Chat Orchestration

XP-MARL: Auxiliary Prioritization in Multi-Agent Reinforcement Learning to Address Non-Stationarity

Decentralized and Asymmetric Multi-Agent Learning in Construction Sites

Variations in Multi-Agent Actor-Critic Frameworks for Joint Optimizations in UAV Swarm Networks: Recent Evolution, Challenges, and Directions

Towards Automated Patent Workflows: AI-Orchestrated Multi-Agent Framework for Intellectual Property Management and Analysis

Multi-Agent Combinatorial Path Finding with Heterogeneous Task Duration

SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning

Co-Learning: Code Learning for Multi-Agent Reinforcement Collaborative Framework with Conversational Natural Language Interfaces

Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering

Decentralized Unlabeled Multi-agent Pathfinding Via Target And Priority Swapping (With Supplementary)

Reaching New Heights in Multi-Agent Collective Construction

DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework

Large Language Models based Multi-Agent Framework for Objective Oriented Control Design in Power Electronics

Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning

LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions

Multi-Agent Coverage Control on Surfaces Using Conformal Mapping

ComposerX: Multi-Agent Symbolic Music Composition with LLMs

Introducing Delays in Multi-Agent Path Finding

Constrained Multi-Agent Path Finding on Directed Graphs

Time Minimization and Online Synchronization for Multi-agent Systems under Collaborative Temporal Tasks