AI Agent

A Survey on AgentOps: Categorization, Challenges, and Future Directions

Zexin Wang, Jingjing Li, Quan Zhou, Haotian Si, Yuanhao Liu, Jianhui Li, Gaogang Xie, Fei Sun, Dan Pei, Changhua Pei

机构 * Computer Network Information Center, Chinese Academy of Sciences（中国科学院计算机网络信息中心） ； Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences（中国科学院大学杭州高等研究院） ； Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所） ； Tsinghua University（清华大学） 纠错

专题命中 规划决策 ：agent(abstract)；分类 cs.AI

Comments 35 pages

CARGO: A Co-Optimization Framework for EV Charging and Routing in Goods Delivery Logistics

Arindam Khanda, Anurag Satpathy, Amit Jha, Sajal K. Das

机构 * Department of Computer Science, Missouri University of Science and Technology（密苏里科技大学计算机科学系） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.AI

Relation-Aware LNN-Transformer for Intersection-Centric Next-Step Prediction

Zhehong Ren, Tianluo Zhang, Yiheng Lu, Yushen Liang, Promethee Spathis

机构 * New York University Shanghai（纽约大学上海） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.AI

Comments 8 pages, 5 figures

How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective

Ma'ayan Armony, Albert Meroño-Peñuela, Gerard Canal

专题命中 规划决策 ：planning(abstract)；分类 cs.AI

Intent-Based Network for RAN Management with Large Language Models

Fransiscus Asisi Bimo, Maria Amparo Canaveras Galdon, Chun-Kai Lai, Ray-Guang Cheng, Edwin K. P. Chong

机构 * National Taiwan University of Science and Technology（台湾科技大学） ； NVIDIA（NVIDIA公司） ； Colorado State University（科罗拉多州立大学） 纠错

专题命中 规划决策 ：agentic(abstract)；分类 cs.AI

Comments 5 pages, 3 figures, submitted to IEEE Globecom 2025

T-CBF: Traversability-based Control Barrier Function to Navigate Vertically Challenging Terrain

Manas Gupta, Xuesu Xiao

机构 * RobotiXX lab, in the Department of Computer Science, George Mason University（机器人XX实验室，计算机科学系，乔治·马歇尔大学） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.AI

A Formal Framework for the Definition of 'State': Hierarchical Representation and Meta-Universe Interpretation

Kei Itoh

专题命中 规划决策 ：agent(abstract)；分类 cs.AI

Comments 43 pages, 8 figures, 8 Tables, in English, in Japanese

ReCoSeg++:Extended Residual-Guided Cross-Modal Diffusion for Brain Tumor Segmentation

Sara Yavari, Rahul Nitin Pandya, Jacob Furst

机构 * School of Computing, DePaul University（计算学院，德保罗大学） 纠错

专题命中 规划决策 ：planning(abstract)

Eyes Will Shut: A Vision-Based Next GPS Location Prediction Model by Reinforcement Learning from Visual Map Feed Back

Ruixing Zhang, Yang Zhang, Tongyu Zhu, Leilei Sun, Weifeng Lv

专题命中 规划决策 ：planning(abstract)

Attention-Enhanced Prompt Decision Transformers for UAV-Assisted Communications with AoI

Chi Lu, Yiyang Ni, Zhe Wang, Xiaoli Shi, Jun Li, Shi Jin

专题命中 规划决策 ：planning(abstract)

A Dual Radiomic and Dosiomic Filtering Technique for Locoregional Radiation Pneumonitis Prediction in Breast Cancer Patients

Zhenyu Yang, Qian Chen, Rihui Zhang, Manju Liu, Fengqiu Guo, Minjie Yang, Min Tang, Lina Zhou, Chunhao Wang, Minbin Chen, Fang-Fang Yin

专题命中 规划决策 ：planning(abstract)

Comments 39 pages, 6 figures, 1 table

Revenue Optimization in Wireless Video Caching Networks: A Privacy-Preserving Two-Stage Solution

Yijing Zhang, Md-Ferdous Pervej, Andreas F. Molisch

专题命中 规划决策 ：planning(abstract)

Comments Under review for possible publication in the IEEE Transactions on Communications

Skip priors and add graph-based anatomical information, for point-based Couinaud segmentation

Xiaotong Zhang, Alexander Broersen, Gonnie CM van Erp, Silvia L. Pintea, Jouke Dijkstra

机构 * Radiology department, Leiden University Medical Center（莱顿大学医学中心放射科） 纠错

专题命中 规划决策 ：planning(abstract)

Comments Accepted at MICCAI 2025 GRAIL workshop

DiffSemanticFusion: Semantic Raster BEV Fusion for Autonomous Driving via Online HD Map Diffusion

Zhigang Sun, Yiru Wang, Anqing Jiang, Shuo Wang, Yu Gao, Yuwen Heng, Shouyi Zhang, An He, Hao Jiang, Jinhao Chai, Zichong Gu, Wang Jijun, Shichen Tang, Lavdim Halilaj, Juergen Luettin, Hao Sun

机构 * Bosch Corporate Research, Bosch (China) Investment Ltd.（博世企业研究院、博世（中国）投资有限公司） ； School of Communication and Information Engineering, Shanghai University（上海大学通信与信息工程学院） ； Shanghai Jiaotong University（上海交通大学） ； AIR, Tsinghua University（清华大学人工智能研究院） ； Robert Bosch GmbH（罗伯特·博世集团） 纠错

专题命中 规划决策 ：planning(abstract)

Pointwise Encoding Time reduction with Radial Acquisition (PETRA) to pseudo-CT mapping for precision Focused Transcranial Ultrasound Applications

Maria Miscouridou, Alisa A. Krokhmal, Aaron T. Hess, Jon Campbell, Charlotte J. Stagg, Eleanor Martin, Bradley E. Treeby

专题命中 规划决策 ：planning(abstract)

GS-Occ3D: Scaling Vision-only Occupancy Reconstruction with Gaussian Splatting

Baijun Ye, Minghui Qin, Saining Zhang, Moonjun Gong, Shaoting Zhu, Zebang Shen, Luan Zhang, Lu Zhang, Hao Zhao, Hang Zhao

机构 * IIIS, THU（清华大学人工智能学院） ； Shanghai Qi Zhi Institute（上海启智研究院） ； AIR, THU（清华大学人工智能研究院） ； BAAI（北京人工智能研究院） ； Mercedes-Benz Group China Ltd.（梅赛德斯-奔驰集团中国有限公司） 纠错

专题命中 规划决策 ：planning(abstract)

Comments ICCV 2025. Project Page: https://gs-occ3d.github.io/

Revisiting Gossip Protocols: A Vision for Emergent Coordination in Agentic Multi-Agent Systems

Mansura Habiba, Nafiul I. Khan

机构 * IBM Software（IBM软件） 纠错

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

AIAP: A No-Code Workflow Builder for Non-Experts with Natural Language and Multi-Agent Collaboration

Hyunjn An, Yongwon Kim, Wonduk Seo, Joonil Park, Daye Kang, Changhoon Oh, Dokyun Kim, Seunghyun Lee

机构 * Department of Animation, \ University of Art \& Design Uiwang-si Gyeonggi-do Republic of Korea ； Graduate School of Information, \ University Seoul Republic of Korea ； Department of Animation, \ University of Art \& Design ； Graduate School of Information, \ University 纠错

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

Comments 14 pages, 6 figures

Hierarchical Learning-Based Control for Multi-Agent Shepherding of Stochastic Autonomous Agents

Italo Napolitano, Stefano Covone, Andrea Lama, Francesco De Lellis, Mario di Bernardo

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

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning

Akshay Dodwadmath, Setareh Maghsudi

机构 * Ruhr University Bochum, Germany（波恩鲁尔大学） 纠错

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

Comments Accepted to ECAI 2025

ReCoDe: Reinforcement Learning-based Dynamic Constraint Design for Multi-Agent Coordination

Michael Amir, Guang Yang, Zhan Gao, Keisuke Okumura, Heedo Woo, Amanda Prorok

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

Comments To appear in CoRL 2025

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach

Hongyan Cheng, Chengzhang Yu, Yanshu Shi, Chiyue Wang, Cong Liu, Zhanpeng Jin

机构 * Hongyan Cheng ； Chengzhang Yu ； Yanshu Shi ； Chiyue Wang ； Cong Liu ； Zhanpeng Jin 纠错

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

Comments 10 pages, 8 figures, 2 table

Test Amplification for REST APIs via Single and Multi-Agent LLM Systems

Robbe Nooyens, Tolgahan Bardakci, Mutlu Beyazit, Serge Demeyer

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

An Evolving Scenario Generation Method based on Dual-modal Driver Model Trained by Multi-Agent Reinforcement Learning

Xinzheng Wu, Junyi Chen, Shaolingfeng Ye, Wei Jiang, Yong Shen

机构 * School of Automitive Studies, Tongji University（自动化学院，同济大学） 纠错

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

Comments 16 pages, 17 figures

Think Broad, Act Narrow: CWE Identification with Multi-Agent Large Language Models

Mohammed Sayagh, Mohammad Ghafari

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

Trusted Routing for Blockchain-Empowered UAV Networks via Multi-Agent Deep Reinforcement Learning

Ziye Jia, Sijie He, Qiuming Zhu, Wei Wang, Qihui Wu, Zhu Han

机构 * College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics（电子与信息工程学院，南京航空航天大学） ； State Key Laboratory of Integrated Service Networks, Xidian University（集成服务网络国家重点实验室，西安电子科技大学） ； University of Houston（休斯顿大学） ； Department of Computer Science and Engineering, Kyung Hee University（计算机科学与工程系，韩国庆熙大学） 纠错

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

Comments IEEE Tcom Accepted

MaRGen: Multi-Agent LLM Approach for Self-Directed Market Research and Analysis

Roman Koshkin, Pengyu Dai, Nozomi Fujikawa, Masahito Togami, Marco Visentini-Scarzanella

机构 * Okinawa Institute of Science and Technology（冲绳科学技术研究所） ； Institute of Science Tokyo（东京科学研究所） ； Amazon（亚马逊） 纠错

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

Multi-Agent Inverse Learning for Sensor Networks: Identifying Coordination in UAV Networks

Luke Snow, Vikram Krishnamurthy

专题命中 多智能体 ：agent(title)；multi-agent(title)

Interpreting Multi-band Galaxy Observations with Large Language Model-Based Agents

Zechang Sun, Yuan-Sen Ting, Yaobo Liang, Nan Duan, Song Huang, Zheng Cai

专题命中 多智能体 ：agent(abstract)；agentic(abstract)；multi-agent(abstract)

Comments Accepted at the NIPS ML4PS Workshop 2024. The journal version is in preparation. Code and data will be fully made public following the journal publication. We welcome any comments and feedback

Everyone Contributes! Incentivizing Strategic Cooperation in Multi-LLM Systems via Sequential Public Goods Games

Yunhao Liang, Yuan Qu, Jingyuan Yang, Shaochong Lin, Zuo-Jun Max Shen

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