AI Agent

RALLY: Role-Adaptive LLM-Driven Yoked Navigation for Agentic UAV Swarms

Ziyao Wang, Rongpeng Li, Sizhao Li, Yuming Xiang, Haiping Wang, Zhifeng Zhao, Honggang Zhang

机构 * Hangzhou Institute for Advanced Study, UCAS（杭州高等研究机构，中国科学院大学） ； Zhejiang University（浙江大学） ； Zhejiang Lab（浙江实验室） ； Macau University of Science and Technology（澳门科学理工学院） 纠错

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

KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation

Ziyi Guan, Jason Chun Lok Li, Zhijian Hou, Pingping Zhang, Donglai Xu, Yuzhi Zhao, Mengyang Wu, Jinpeng Chen, Thanh-Toan Nguyen, Pengfei Xian, Wenao Ma, Shengchao Qin, Graziano Chesi, Ngai Wong

机构 * Huawei Hong Kong Research Center（华为香港研究部） ； The University of Hong Kong（香港大学） ； City University of Hong Kong（城市大学） ； Guangzhou Institute of Technology, Xidian University（广州技术学院，西安电子科技大学） ； ICTT and ISN Laboratory, Xidian University（ICTT和ISN实验室，西安电子科技大学） 纠错

专题命中 GUI与网页智能体 ：agent(title,abstract)；分类 cs.CL

Comments Accepted by the EMNLP 2025

OmniActor: A Generalist GUI and Embodied Agent for 2D&3D Worlds

Longrong Yang, Zhixiong Zeng, Yufeng Zhong, Jing Huang, Liming Zheng, Lei Chen, Haibo Qiu, Zequn Qin, Lin Ma, Xi Li

机构 * Meituan（美团） ； Zhejiang University（浙江大学） 纠错

专题命中 GUI与网页智能体 ：agent(title,abstract)

Perspective-Shifted Neuro-Symbolic World Models: A Framework for Socially-Aware Robot Navigation

Kevin Alcedo, Pedro U. Lima, Rachid Alami

机构 * Institute for Systems and Robotics, Instituto Superior Técnico, Universidade de Lisboa（系统机器人研究所，理工学院，里斯本大学） ； LAAS-CNRS, Artificial and Natural Intelligence Toulouse Institute (ANITI)（LAAS-CNRS，图卢兹人工智能研究所（ANITI）） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；planning(abstract)；multi-agent(abstract)；分类 cs.AI

Comments Accepted as a regular paper at the 2025 IEEE International Conference on Robot & Human Interactive Communication (RO-MAN). \c{opyright} 2025 IEEE. The final version will appear in IEEE Xplore

IoT-based Noise Monitoring using Mobile Nodes for Smart Cities

Bhima Sankar Manthina, Shreyash Gujar, Sachin Chaudhari, Kavita Vemuri1, Shivam Chhirolya

机构 * Prezent.AI, India（Prezent.AI, 印度） ； International Institute of Information Technology-Hyderabad (IIIT-H), India（国际信息科技研究所-海得拉巴（IIIT-H），印度） 纠错

专题命中 GUI与网页智能体 ：planning(abstract)；分类 cs.LG

MobiAgent: A Systematic Framework for Customizable Mobile Agents

Cheng Zhang, Erhu Feng, Xi Zhao, Yisheng Zhao, Wangbo Gong, Jiahui Sun, Dong Du, Zhichao Hua, Yubin Xia, Haibo Chen

机构 * Institute of Parallel and Distributed Systems (IPADS)（并行与分布式系统研究所） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；分类 cs.LG

Jacobian Exploratory Dual-Phase Reinforcement Learning for Dynamic Endoluminal Navigation of Deformable Continuum Robots

Yu Tian, Chi Kit Ng, Hongliang Ren

机构 * The Department of Electronic Engineering, The Chinese University of Hong Kong（电子工程系，香港中文大学） 纠错

专题命中 GUI与网页智能体 ：planning(abstract)；分类 cs.AI

Contact-Aided Navigation of Flexible Robotic Endoscope Using Deep Reinforcement Learning in Dynamic Stomach

Chi Kit Ng, Huxin Gao, Tian-Ao Ren, Jiewen Lai, Hongliang Ren

机构 * Department of Electronic Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China（电子工程系，香港中文大学（深圳）沙田分校，香港，中国） ； Department of Mechanical Engineering, Stanford University（机械工程系，斯坦福大学） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；分类 cs.AI

MoTo: A Zero-shot Plug-in Interaction-aware Navigation for General Mobile Manipulation

Zhenyu Wu, Angyuan Ma, Xiuwei Xu, Hang Yin, Yinan Liang, Ziwei Wang, Jiwen Lu, Haibin Yan

专题命中 GUI与网页智能体 ：planning(abstract)

Comments Accepted to CoRL 2025. Project Page: https://gary3410.github.io/MoTo/

Gray-Box Computed Torque Control for Differential-Drive Mobile Robot Tracking

Arman Javan Sekhavat Pishkhani

专题命中 GUI与网页智能体 ：agent(abstract)

Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects

Yixin Liu, Guibin Zhang, Kun Wang, Shiyuan Li, Shirui Pan

机构 * Griffith University（格里菲斯大学） ； National University of Singapore（国立新加坡大学） ； Nanyang Technological University（南洋理工大学） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；autonomous agent(abstract)；planning(abstract)；agentic(abstract)

Comments 15 pages, 7 figures

Wrong Face, Wrong Move: The Social Dynamics of Emotion Misperception in Agent-Based Models

David Freire-Obregón

机构 * SIANI, Universidad de Las Palmas de Gran Canaria, Spain（SIANI，拉斯帕尔马斯德Gran Canaria大学，西班牙） 纠错

专题命中 记忆与上下文管理 ：agent(title,abstract)；分类 cs.AI

Comments Accepted for presentation at the International Workshop on Agent-Based Modelling of Human Behaviour (ABMHuB 2025)

Can Multi-turn Self-refined Single Agent LMs with Retrieval Solve Hard Coding Problems?

Md Tanzib Hosain, Md Kishor Morol

机构 * American International University-Bangladesh（美国国际大学（Bangladesh）） ； Cornell University（康奈尔大学） ； ELITE Research Lab（ELITE研究实验室） 纠错

专题命中 记忆与上下文管理 ：agent(title)；分类 cs.CL

Comments Accepted in Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Student Research Workshop), 2025

On Word-of-Mouth and Private-Prior Sequential Social Learning

Andrea Da Col, Cristian R. Rojas, Vikram Krishnamurthy

专题命中 记忆与上下文管理 ：agent(abstract)

Comments Accepted for publication at the 64th Conference on Decision and Control (CDC)

Prospects of Imitating Trading Agents in the Stock Market

Mateusz Wilinski, Juho Kanniainen

专题命中 记忆与上下文管理 ：agent(abstract)

Comments 5 pages, 4 figures

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Jinyuan Fang, Yanwen Peng, Xi Zhang, Yingxu Wang, Xinhao Yi, Guibin Zhang, Yi Xu, Bin Wu, Siwei Liu, Zihao Li, Zhaochun Ren, Nikos Aletras, Xi Wang, Han Zhou, Zaiqiao Meng

机构 * University of Glasgow（格拉斯哥大学） ； University of Sheffield（谢菲尔德大学） ； Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） ； National University of Singapore（新加坡国家大学） ； University of Cambridge（剑桥大学） ； University College London（伦敦大学学院） ； University of Aberdeen（阿伯丁大学） ； Leiden University（莱顿大学） 纠错

专题命中 Agent评测 ：AI agent(title,abstract)；agentic(title,abstract)；agent(abstract)；分类 cs.AI、cs.CL

Comments Github Repo: https://github.com/EvoAgentX/Awesome-Self-Evolving-Agents

Physics Supernova: AI Agent Matches Elite Gold Medalists at IPhO 2025

Jiahao Qiu, Jingzhe Shi, Xinzhe Juan, Zelin Zhao, Jiayi Geng, Shilong Liu, Hongru Wang, Sanfeng Wu, Mengdi Wang

专题命中 Agent评测 ：agent(title,abstract)；AI agent(title,abstract)；分类 cs.AI

Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents

Tianmi Ma, Jiawei Du, Wenxin Huang, Wenjie Wang, Liang Xie, Xian Zhong, Joey Tianyi Zhou

机构 * Wuhan University of Technology（武汉理工大学） ； Agency for Science, Technology and Research, Singapore（新加坡科技研究局） ； Hubei University（湖北大学） ； University of Science and Technology of China（中国科学技术大学） 纠错

专题命中 Agent评测 ：agent(title,abstract)；multi-agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Oversight Structures for Agentic AI in Public-Sector Organizations

Chris Schmitz, Jonathan Rystrøm, Jan Batzner

机构 * Centre for Digital Governance, Hertie School（数字治理中心，赫尔姆斯学校） ； Oxford Internet Institute, University of Oxford（牛津互联网研究所，牛津大学） ； Weizenbaum Institute Berlin, Germany（贝伦贝格Weizenbaum研究所） ； Technical University Munich, Germany（慕尼黑技术大学） 纠错

专题命中 Agent评测 ：agentic(title,abstract)；agent(abstract,journal_ref)；分类 cs.AI

Comments To appear at REALM@ACL2025

Journal ref Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025), pages 298-308, Vienna, Austria. Association for Computational Linguistics

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Xinyu Geng, Peng Xia, Zhen Zhang, Xinyu Wang, Qiuchen Wang, Ruixue Ding, Chenxi Wang, Jialong Wu, Yida Zhao, Kuan Li, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou

专题命中 Agent评测 ：agent(title,abstract)；workflow(abstract)

GridMind: LLMs-Powered Agents for Power System Analysis and Operations

Hongwei Jin, Kibaek Kim, Jonghwan Kwon

机构 * Argonne National Laboratory（阿贡国家实验室） 纠错

专题命中 Agent评测 ：agent(abstract)；workflow(abstract)；agentic(abstract)；multi-agent(abstract)

Comments 11 pages, 9 figures, 2 tables. Work under review

Investigating Tax Evasion Emergence Using Dual Large Language Model and Deep Reinforcement Learning Powered Agent-based Simulation

Teddy Lazebnik, Labib Shami

专题命中 Agent评测 ：agent(title,abstract)

Self-respecting worker in the precarious gig economy: A dynamic principal-agent model

Zsolt Bihary, Péter Csóka, Péter Kerényi, Alexander Szimayer

专题命中 Agent评测 ：agent(title,abstract)

HAICOSYSTEM: An Ecosystem for Sandboxing Safety Risks in Human-AI Interactions

Xuhui Zhou, Hyunwoo Kim, Faeze Brahman, Liwei Jiang, Hao Zhu, Ximing Lu, Frank Xu, Bill Yuchen Lin, Yejin Choi, Niloofar Mireshghallah, Ronan Le Bras, Maarten Sap

机构 * Language Technologies Institute, Carnegie Mellon University（卡内基梅隆大学语言技术研究所） ； Allen Institute for AI（人工智能研究院） 纠错

专题命中 Agent评测 ：agent(abstract)；AI agent(abstract)；tool use(abstract)；分类 cs.AI

Comments Both the second and third authors contributed equally

Multiple LLM Agents Debate for Equitable Cultural Alignment

Dayeon Ki, Rachel Rudinger, Tianyi Zhou, Marine Carpuat

机构 * University of Maryland（马里兰大学） 纠错

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.CL

Comments ACL 2025 (Oral)

The Impact of Sequential versus Parallel Clearing Mechanisms in Agent-Based Simulations of Artificial Limit Order Book Exchanges

Matej Steinbacher, Mitja Steinbacher, Matjaz Steinbacher

专题命中 Agent评测 ：agent(title)

Causal MAS: A Survey of Large Language Model Architectures for Discovery and Effect Estimation

Adib Bazgir, Amir Habibdoust, Yuwen Zhang, Xing Song

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 24 pages. 2 figures

Universal Deep Research: Bring Your Own Model and Strategy

Peter Belcak, Pavlo Molchanov

机构 * NVIDIA Research（NVIDIA研究） 纠错

专题命中 Agent评测 ：agent(abstract)；agentic(abstract)；分类 cs.AI

AI Chaperones Are (Really) All You Need to Prevent Parasocial Relationships with Chatbots

Emma Rath, Stuart Armstrong, Rebecca Gorman

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Conformal Predictive Monitoring for Multi-Modal Scenarios

Francesca Cairoli, Luca Bortolussi, Jyotirmoy V. Deshmukh, Lars Lindemann, Nicola Paoletti

机构 * University of Trieste, Trieste, Italy（特里埃斯特大学） ； University of Southern California, Los Angeles, California（南加州大学） ； King's College London, London, United Kingdom（伦敦国王学院） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI