arXivDaily arXiv每日学术速递 周一至周五更新

AI 大模型

AI Agent

智能体、工具调用、规划、工作流、多智能体和自主任务执行。

共收录 93149 信号源:cs.AI, cs.CL, cs.LG, cs.SE

1. 规划决策 35504 篇

2603.18400 2026-03-24 cs.RO 91%

Graph-of-Constraints Model Predictive Control for Reactive Multi-agent Task and Motion Planning

基于约束图的模型预测控制:用于反应性多智能体任务与运动规划

Anastasios Manganaris, Jeremy Lu, Ahmed H. Qureshi, Suresh Jagannathan

机构 * Department of Computer Science, Purdue University(计算机科学系,普渡大学)

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

AI总结 本文提出基于约束图的模型预测控制(GoC-MPC),用于解决多智能体任务与运动规划中的依赖几何约束序列问题,支持部分有序任务、动态智能体协调及扰动恢复,实现高效鲁棒的多智能体操作。

Comments 8 main content pages, 4 main content figures, camera ready version submitted to IEEE International Conference on Robotics and Automation (ICRA 2026)

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2603.19838 2026-03-23 cs.RO 91%

Multi-Agent Motion Planning on Industrial Magnetic Levitation Platforms: A Hybrid ADMM-HOCBF approach

多智能体在工业磁悬浮平台上的运动规划:一种混合ADMM-HOCBF方法

Bavo Tistaert, Stan Servaes, Alejandro Gonzalez-Garcia, Ibrahim Ibrahim, Louis Callens, Jan Swevers, Wilm Decré

机构 * MECO Research Team, Dept. of Mechanical Engineering, KU Leuven and Flanders Make(MECO研究团队,机械工程系,KU莱顿和弗拉芒制造)

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

AI总结 本文提出了一种新颖的混合运动规划方法,用于具有holonomic特性的多智能体系统。通过结合去中心化的交替方向乘子法(ADMM)与集中式的高阶控制屏障函数(HOCBF)架构,解决了传统集中式MPC在智能体数量增加时的可计算性问题,并提供安全性保障。

Comments 8 pages, 4 figures, accepted to the European Control Conference 2026

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2506.21982 2026-03-19 cs.RO cs.SY eess.SY 91%

A MILP-Based Solution to Multi-Agent Motion Planning and Collision Avoidance in Constrained Environments

基于混合整数线性规划的多智能体运动规划与碰撞避障方法

Akshay Jaitly, Jack Cline, Siavash Farzan

机构 * Robotics Engineering Department, Worcester Polytechnic Institute(沃斯特理工学院机器人工程系) Electrical Engineering Department, California Polytechnic State University(加州州立大学弗雷斯诺分校电子工程系)

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

AI总结 本文提出一种基于混合整数线性规划的多智能体运动规划方法,通过将多凸多边形动作规划嵌入序列-求解流程,利用大M超平面模型实现智能体间分离,并通过L1路径长度加加速度成本生成平滑轨迹。

Comments Accepted to 2025 IEEE International Conference on Automation Science and Engineering (CASE 2025). This arXiv version adds a supplementary appendix with figures not in the IEEE proceedings

Journal ref IEEE 21st International Conference on Automation Science and Engineering (CASE), 2025, pp. 2200-2207

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2603.17626 2026-03-19 cs.CV 91%

A Multi-Agent System for Building-Age Cohort Mapping to Support Urban Energy Planning

一种多智能体系统用于建筑年龄队列映射以支持城市能源规划

Kundan Thota, Thorsten Schlachter, Veit Hagenmeyer

机构 * Institute for Automation(自动化研究所) Applied Informatics (IAI)(应用信息学(IAI)) Karlsruhe Institute of Technology (KIT)(卡尔斯鲁厄理工学院(KIT)) Karlsruhe, Germany(德国卡尔斯鲁厄)

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

AI总结 本文提出多智能体系统融合异构数据,通过BuildingAgeCNN实现建筑年龄分类,提升城市能源规划的准确性与可持续性。

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2603.09188 2026-03-11 cs.RO 91%

Robust Spatiotemporal Motion Planning for Multi-Agent Autonomous Racing via Topological Gap Identification and Accelerated MPC

多智能体自主赛车中鲁棒时空运动规划 via 拓扑间隙识别与加速MPC

Mingyi Zhang, Cheng Hu, Yiqin Wang, Haotong Qin, Hongye Su, Lei Xie

机构 * Department of Control Science and Engineering, Zhejiang University(浙江大学控制科学与工程学院) Center for Project-Based Learning, D-ITET, ETH Zurich(苏黎世联邦理工学院项目导向学习中心)

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

AI总结 本文提出基于拓扑间隙识别与加速MPC的框架,通过预测对手行为和动态占用走廊,实现高速多智能体自主赛车中鲁棒的时空规划与高精度控制。

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2511.19524 2026-03-05 cs.CV cs.MA 91%

VideoChat-M1: Collaborative Policy Planning for Video Understanding via Multi-Agent Reinforcement Learning

VideoChat-M1: 通过多智能体强化学习实现视频理解的协作策略规划

Boyu Chen, Zikang Wang, Zhengrong Yue, Kainan Yan, Chenyun Yu, Yi Huang, Zijun Liu, Yafei Wen, Xiaoxin Chen, Yang Liu, Peng Li, Yali Wang

机构 * Shenzhen Key Lab of Computer Vision and Pattern Recognition(深圳计算机视觉与模式识别重点实验室) Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences(中国科学院深圳先进技术研究院) School of Artificial Intelligence, University of Chinese Academy of Sciences(中国科学院大学人工智能学院) VIVO AI Lab(VIVO人工智能实验室) Shanghai Artificial Intelligence Laboratory(上海人工智能实验室) Shenzhen Campus of Sun Yat-sen University(孙逸仙大学深圳校区) Shanghai Jiao Tong University(上海交通大学) Institute for AI Industry Research (AIR), Tsinghua University(清华大学人工智能产业研究院) Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua University(清华大学计算机科学与技术系,人工智能研究院)

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

AI总结 VideoChat-M1通过多智能体强化学习实现视频理解的协作策略规划,显著提升复杂视频任务的性能。

Comments Accepted by CVPR 2026

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2602.17885 2026-02-23 math.OC 91%

Multi-agent path-planning in a moving medium via Wasserstein Hamiltonian Flow

通过Wasserstein哈密顿流实现移动介质中的多智能体路径规划

Christina Frederick, Haomin Zhou

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

AI总结 本文提出了一种基于Wasserstein哈密顿流的有限维变分模型,用于在移动介质中实现多智能体路径规划,通过优化运行成本和初始速度来解决智能体位置与目标分布的不匹配问题。

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2601.20194 2026-01-29 cs.HC 91%

An Autonomous Agent Framework for Feature-Label Extraction from Device Dialogues and Automatic Multi-Dimensional Device Hosting Planning Based on Large Language Models

基于大语言模型的自主代理框架:用于设备对话中特征-标签提取与自动多维设备托管规划

Huichao Men, Yizhen Hu, Yu Gao, Xiaofeng Mou, Yi Xu, Xinhua Xiao

专题命中 规划决策 :agent(title,abstract);autonomous agent(title,abstract);planning(title,abstract)

AI总结 本文提出AirAgent框架,利用大语言模型实现家庭空气系统的自主管理,通过双层协作架构提升空气质量和用户体验。

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2511.12160 2025-11-18 cs.RO 91%

Game-Theoretic Safe Multi-Agent Motion Planning with Reachability Analysis for Dynamic and Uncertain Environments (Extended Version)

Wenbin Mai, Minghui Liwang, Xinlei Yi, Xiaoyu Xia, Seyyedali Hosseinalipour, Xianbin Wang

机构 * Department of Electrical and Computer Engineering, National University of Singapore(国立新加坡大学电气与计算机工程系) Department of Control Science and Engineering, Shanghai Institute of Intelligent Science and Technology(上海智能科学与技术研究院控制科学与工程系)

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments 12 pages, 9 figures

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2508.02621 2025-10-14 cs.AI cs.CL cs.LG cs.MA 91%

HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research

Yinghao Zhu, Yifan Qi, Zixiang Wang, Lei Gu, Dehao Sui, Haoran Hu, Xichen Zhang, Ziyi He, Junjun He, Liantao Ma, Lequan Yu

专题命中 规划决策 :agent(title,abstract);AI agent(title,abstract);planning(title);分类 cs.AI、cs.CL、cs.LG

Comments Code: https://github.com/yhzhu99/HealthFlow

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2509.26050 2025-10-01 cs.RO 91%

Conflict-Based Search and Prioritized Planning for Multi-Agent Path Finding Among Movable Obstacles

Shaoli Hu, Shizhe Zhao, Zhongqiang Ren

机构 * Shanghai Jiao Tong University(上海交通大学)

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

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2509.24826 2025-09-30 cs.HC cs.MA 91%

AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems

Hannah Kim, Kushan Mitra, Chen Shen, Dan Zhang, Estevam Hruschka

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments EMNLP 2025 Demo

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2509.15737 2025-09-22 cs.RO cs.SY eess.SY 91%

SMART: Scalable Multi-Agent Reasoning and Trajectory Planning in Dense Environments

Heye Huang, Yibin Yang, Wang Chen, Tiantian Chen, Xiaopeng Li, Sikai Chen

机构 * Department of Civil and Environmental Engineering University of Wisconsin-Madison(威斯康星大学麦迪逊分校土木与环境工程系) School of Vehicle and Mobility, Tsinghua University(清华大学车辆与移动性学院) Department of Civil Engineering, The University of Hong Kong(香港大学土木工程系)

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

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2209.08611 2025-09-04 cs.RO cs.FL 91%

Autonomous Task Planning for Heterogeneous Multi-Agent Systems

Anatoli A. Tziola, Savvas G. Loizou

机构 * Department of Mechanical Engineering and Materials Science and Engineering, Cyprus University of Technology(机械工程与材料科学与工程系,塞浦路斯技术大学)

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments Long version of paper submitted to the IEEE ICRA 2023 Conference, in IEEE Transactions on Automatic Control, 2025

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2509.02483 2025-09-03 math.OC 91%

Cooperative Multi-Agent Path Planning for Heterogeneous UAVs in Contested Environments

Grant Stagg, Cameron K. Peterson

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments Submitted to AIAA Journal of Guidance, Control, and Dynamics (in review)

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2506.16748 2025-06-23 cs.RO cs.MA 91%

A Scalable Post-Processing Pipeline for Large-Scale Free-Space Multi-Agent Path Planning with PiBT

Arjo Chakravarty, Michael X. Grey, M. A. Viraj J. Muthugala, Mohan Rajesh Elara

机构 * Intrinsic Innovation LLC ROAR Lab(ROAR 实验室) Singapore University of Technology and Design(新加坡科技设计大学)

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

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2505.16557 2025-06-16 cs.MA 91%

Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning

Junchi Yao, Jianhua Xu, Tianyu Xin, Ziyi Wang, Shenzhe Zhu, Shu Yang, Di Wang

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments Accepted by ICML 2025 Workshop MAS

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2503.13175 2025-06-03 eess.SY cs.SY 91%

Prioritized Planning for Continuous-time Lifelong Multi-agent Pathfinding

Alvin Combrink, Sabino Francesco Roselli, Martin Fabian

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments 6 pages, 3 figures

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2503.20974 2025-03-28 math.OC 91%

A Hopf-Lax Type Formula for Multi-Agent Path Planning with Pattern Coordination

Christian Parkinson, Adan Baca

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments 6 pages, 3 figures

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2503.07314 2025-03-11 cs.CV 91%

Automated Movie Generation via Multi-Agent CoT Planning

Weijia Wu, Zeyu Zhu, Mike Zheng Shou

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments The code and project website are available at: https://github.com/showlab/MovieAgent and https://weijiawu.github.io/MovieAgent

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2411.18086 2025-03-06 cs.RO cs.SY eess.SY 91%

DMVC-Tracker: Distributed Multi-Agent Trajectory Planning for Target Tracking Using Dynamic Buffered Voronoi and Inter-Visibility Cells

Yunwoo Lee, Jungwon Park, H. Jin Kim

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments 8 pages, 6 figures

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2502.20369 2025-02-28 cs.RO cs.MA 91%

Multi-Agent Path Planning in Complex Environments using Gaussian Belief Propagation with Global Path Finding

Jens Høigaard Jensen, Kristoffer Plagborg Bak Sørensen, Jonas le Fevre Sejersen, Andriy Sarabakha

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments Accepted by "International Conference on Robotics and Automation" - ICRA 2025

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2502.08950 2025-02-14 cs.MA cs.GT 91%

Single-Agent Planning in a Multi-Agent System: A Unified Framework for Type-Based Planners

Fengming Zhu, Fangzhen Lin

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments 22 pages, accepted as a full paper by AAMAS 2025

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2501.12234 2025-01-22 cs.RO 91%

Multi-Agent Feedback Motion Planning using Probably Approximately Correct Nonlinear Model Predictive Control

Mark Gonzales, Adam Polevoy, Marin Kobilarov, Joseph Moore

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments 10 pages, 12 figures

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2407.10031 2025-01-14 cs.RO cs.MA 91%

LLaMAR: Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments

Siddharth Nayak, Adelmo Morrison Orozco, Marina Ten Have, Vittal Thirumalai, Jackson Zhang, Darren Chen, Aditya Kapoor, Eric Robinson, Karthik Gopalakrishnan, James Harrison, Brian Ichter, Anuj Mahajan, Hamsa Balakrishnan

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments 27 pages, 4 figures, 5 tables

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2412.19469 2024-12-30 cs.MA 91%

Knowledge Graph-Based Multi-Agent Path Planning in Dynamic Environments using WAITR

Ted Edward Holmberg, Elias Ioup, Mahdi Abdelguerfi

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments 10 pages, 8 figures, presented at the 4th Workshop on Knowledge Graphs and Big Data in conjunction with IEEE Big Data 2024

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2403.07129 2024-09-17 cs.RO 91%

RaceMOP: Mapless Online Path Planning for Multi-Agent Autonomous Racing using Residual Policy Learning

Raphael Trumpp, Ehsan Javanmardi, Jin Nakazato, Manabu Tsukada, Marco Caccamo

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments IEEE/RSJ International Conference on Intelligent Robots and Systems 2024

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2407.16771 2024-08-21 cs.RO 91%

Topology-Guided ORCA: Smooth Multi-Agent Motion Planning in Constrained Environments

Fatemeh Cheraghi Pouria, Zhe Huang, Ananya Yammanuru, Shuijing Liu, Katherine Driggs-Campbell

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments Accepted by Unsolved Problems in Social Robot Navigation workshop in conjunction with RSS 2024

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2307.04004 2024-06-25 cs.RO cs.MA 91%

MAP-NBV: Multi-agent Prediction-guided Next-Best-View Planning for Active 3D Object Reconstruction

Harnaik Dhami, Vishnu D. Sharma, Pratap Tokekar

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments 8 pages, 7 figures, 1 table. Submitted to IROS 2024

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2406.07684 2024-06-13 math.OC cs.NA math.DS math.NA 91%

Scalable Optimal Motion Planning for Multi-Agent Systems by Cosserat Theory of Rods

Amirreza Fahim Golestaneh, Maxwell Hammond, Venanzio Cichella

专题命中 规划决策 :agent(title,abstract);planning(title,abstract);multi-agent(title,abstract)

Comments This paper was accepted on June 5, 2024 for publication at IEEE Control Systems Letters (L-CSS)

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