AI Agent

Target Defense Using a Turret and Mobile Defender Team

Alexander Von Moll, Dipankar Maity, Meir Pachter, Daigo Shishika, Michael Dorothy

专题命中 多智能体 ：agent(abstract)

Comments Submitted to IEEE L-CSS and the 2026 ACC

Securing LLM-Generated Embedded Firmware through AI Agent-Driven Validation and Patching

Seyed Moein Abtahi, Akramul Azim

机构 * Faculty of Engineering（工程学院） ； Applied Science Ontario Tech University（应用科学奥尔巴尼技术大学） 纠错

专题命中 工作流自动化 ：AI agent(title,abstract)；agent(title)；分类 cs.AI

AEGIS: An Agent for Extraction and Geographic Identification in Scholarly Proceedings

Om Vishesh, Harshad Khadilkar, Deepak Akkil

机构 * Central University of Jharkhand（贾本德中央大学） 纠错

专题命中 工作流自动化 ：agent(title,abstract)；AI agent(abstract)；分类 cs.AI、cs.LG

Comments 5 pages, 2 figures

Self-Optimizing Machine Learning Potential Assisted Automated Workflow for Highly Efficient Complex Systems Material Design

Jiaxiang Li, Junwei Feng, Jie Luo, Bowen Jiang, Xiangyu Zheng, Qigang Song, Jian Lv, Keith Butler, Hanyu Liu, Congwei Xie, Yu Xie, Yanming Ma

机构 * Key Laboratory of Material Simulation Methods \& Software of Ministry of Education, College of Physics, Jilin University, Changchun 130012, China ； Research Center for Crystal Materials, State Key Laboratory of Functional Materials ； Devices for Special Environmental Conditions, Xinjiang Key Laboratory of Functional Crystal Materials, Xinjiang Technical Institute of Physics ； Chemistry, Chinese Academy of Sciences, 40-1 South Beijing Road, Urumqi 830011, China ； State Key Laboratory of Superhard Materials, College of Physics, Jilin University, Changchun 130012, China ； Department of Chemistry, University College London, Gordon Street, London, WC1H 0AJ, UK ； International Center of Future Science, Jilin University, Changchun 130012, China ； Key Laboratory of Physics ； Technology for Advanced Batteries of Ministry of Education, College of Physics, Jilin University, Changchun, 130012, China 纠错

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.LG

Efficient and Accurate Downfacing Visual Inertial Odometry

Jonas Kühne, Christian Vogt, Michele Magno, Luca Benini

机构 * Integrated Systems Laboratory and the Center for Project-Based Learning, ETH Zurich（集成系统实验室和项目导向学习中心，苏黎世联邦理工学院） ； Center for Project-Based Learning, ETH Zurich（项目导向学习中心，苏黎世联邦理工学院） ； Integrated Systems Laboratory, ETH Zurich（集成系统实验室，苏黎世联邦理工学院） ； Department of Electrical, Electronic and Information Engineering, University of Bologna（电子、电气与信息工程系，博洛尼亚大学） 纠错

专题命中 工作流自动化 ：agent(abstract)

Comments This article has been accepted for publication in the IEEE Internet of Things Journal (IoT-J)

A Comprehensive Pipeline for Aortic Segmentation and Shape Analysis

Nairouz Shehata, Amr Elsawy, Mohamed Nagy, Muhammad ElMahdy, Mariam Ali, Soha Romeih, Heba Aguib, Magdi Yacoub, Ben Glocker

专题命中 工作流自动化 ：planning(abstract)

Comments STACOM 2025 with MICCAI 2025

GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill

Jieming Cui, Tengyu Liu, Ziyu Meng, Jiale Yu, Ran Song, Wei Zhang, Yixin Zhu, Siyuan Huang

专题命中 工作流自动化 ：agent(abstract)

HypoGeneAgent: A Hypothesis Language Agent for Gene-Set Cluster Resolution Selection Using Perturb-seq Datasets

Ying Yuan, Xing-Yue Monica Ge, Aaron Archer Waterman, Tommaso Biancalani, David Richmond, Yogesh Pandit, Avtar Singh, Russell Littman, Jin Liu, Jan-Christian Huetter, Vladimir Ermakov

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

JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse

Muyao Li, Zihao Wang, Kaichen He, Xiaojian Ma, Yitao Liang

机构 * Peking University（北京大学） ； BIGAI（大疆创新） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments Accepted by ACL 2025

LLMs as Agentic Cooperative Players in Multiplayer UNO

Yago Romano Matinez, Jesse Roberts

机构 * Department of Computer Science Tennessee Tech University（计算机科学系塔恩西技术大学） 纠错

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

Talk2PC: Enhancing 3D Visual Grounding through LiDAR and Radar Point Clouds Fusion for Autonomous Driving

Runwei Guan, Jianan Liu, Ningwei Ouyang, Shaofeng Liang, Daizong Liu, Xiaolou Sun, Lianqing Zheng, Ming Xu, Yutao Yue, Guoqiang Mao, Hui Xiong

机构 * Thrust of Artificial Intelligence, Hong Kong University of Science and Technology (Guangzhou), China（香港理工大学（广州）人工智能研究所） ； Mononai AI, Sweden（蒙诺人工智能） ； College of Computer Science and Technology, China University of Petroleum (East China)（中国石油大学（华东）计算机科学与技术学院） ； School of Advanced Technology, Xi’an Jiaotong-Liverpool University（西安交通大学利物浦大学先进科技学院） ； Wangxuan Institute of Computer Technology, Peking University（北京大学王轩计算机技术研究所） ； School of Automation, Southeast University（东南大学自动化学院） ； College of Science and Engineering, James Cook University（詹姆斯库克大学科学与工程学院） ； School of Transportation, Southeast University（东南大学交通运输学院） 纠错

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

Comments 13 pages, 12 figures

Quantum-Enhanced Forecasting for Deep Reinforcement Learning in Algorithmic Trading

Jun-Hao Chen, Yu-Chien Huang, Yun-Cheng Tsai, Samuel Yen-Chi Chen

机构 * National Taiwan Normal University（台湾师范大学） ； Wells Fargo（摩根大通） 纠错

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

Deep Reinforcement Learning for Active Flow Control around a Three-Dimensional Flow-Separated Wing at Re = 1,000

R. Montalà, B. Font, P. Suárez, J. Rabault, O. Lehmkuhl, R. Vinuesa, I. Rodriguez

专题命中 记忆与上下文管理 ：agent(abstract)

Tangential Action Spaces: Geometry, Memory and Cost in Holonomic and Nonholonomic Agents

Marcel Blattner

专题命中 记忆与上下文管理 ：agent(abstract)

Comments 41 pages, 16 figures

MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools

Zikang Guo, Benfeng Xu, Chiwei Zhu, Wentao Hong, Xiaorui Wang, Zhendong Mao

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

Virtual Agent Economies

Nenad Tomasev, Matija Franklin, Joel Z. Leibo, Julian Jacobs, William A. Cunningham, Iason Gabriel, Simon Osindero

机构 * Google DeepMind（谷歌DeepMind） ； University of Toronto（多伦多大学） 纠错

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

Web3 x AI Agents: Landscape, Integrations, and Foundational Challenges

Yiming Shen, Jiashuo Zhang, Zhenzhe Shao, Wenxuan Luo, Yanlin Wang, Ting Chen, Zibin Zheng, Jiachi Chen

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

Learning to Plan with Personalized Preferences

Manjie Xu, Xinyi Yang, Wei Liang, Chi Zhang, Yixin Zhu

机构 * Institute for Artificial Intelligence, Peking University（北京大学人工智能研究院） ； School of Computer Science & Technology, Beijing Institute of Technology（北京理工大学计算机科学与技术学院） ； Yangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing, China（北京理工大学扬子江地区研究院） ； National Key Laboratory of General Artificial Intelligence, BIGAI（通用人工智能国家重点实验室，BIGAI） 纠错

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

Building Age Estimation: A New Multi-Modal Benchmark Dataset and Community Challenge

Nikolaos Dionelis, Alessandra Feliciotti, Mattia Marconcini, Devis Peressutti, Nika Oman Kadunc, JaeWan Park, Hagai Raja Sinulingga, Steve Andreas Immanuel, Ba Tran, Caroline Arnold, Nicolas Longépé

机构 * European Space Agency（欧洲航天局） ； Φ \Phi -lab（Phi实验室） ； ESRIN（ESRIN研究所） ； MindEarth（MindEarth公司） ； Sinergise/ Planet（Sinergise/Planet公司） ； TelePIX（TelePIX公司） ； Axelspace Corporation（Axelspace公司） ； Helmholtz Institute Hereon（海德堡研究所） ； German Climate Computing Center DKRZ（德国气候计算中心DKRZ） 纠错

专题命中 Agent评测 ：planning(abstract)；分类 cs.LG

Comments 16 pages, 20 figures, 1 table, Submitted

Competition and Incentives in a Shared Order Book

René Aïd, Philippe Bergault, Mathieu Rosenbaum

专题命中 Agent评测 ：agent(abstract)

Orthogonality between cellulose nanocrystals and a low-molecular weight gelator

Thuy-Linh Phi, Eero Kontturi, Niki Baccile

专题命中 Agent评测 ：agent(abstract)

Journal ref Journal of Colloid and Interface Science, 2025, pp.138995

Merging Bodies, Dividing Conflict: Body-Swapping in Mixed Reality Increases Closeness Yet Weakens the Joint Simon Effect

Yuan He, Brendan Rooney, Rachel McDonnell

专题命中 Agent评测 ：agent(abstract)

A shared-revenue Bertrand game

Raj Pabari, Udaya Ghai, Dominique Perrault-Joncas, Kari Torkkola, Orit Ronen, Dhruv Madeka, Aviad Rubinstein, Dean Foster, Omer Gottesman

专题命中 Agent评测 ：agent(abstract)

We Need a New Ethics for a World of AI Agents

Iason Gabriel, Geoff Keeling, Arianna Manzini, James Evans

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

Comments 6 pages, no figures

Journal ref Nature, 644 (8075), 2025, 38-40