AI Agent

Optimal stopping and divestment timing under scenario ambiguity and learning

Andrea Mazzon, Peter Tankov

专题命中 规划决策 ：agent(abstract)

Comments 40 pages, 7 figures

Rationalizable Screening and Disclosure under Unawareness

Alejandro Francetich, Burkhard C. Schipper

专题命中 规划决策 ：agent(abstract)

Comments 48 pages, 3 figures

Nanodosimetric investigation of the track structure of therapeutic carbon ion radiation. Part 2: Detailed radiation transport and track structure simulation

Miriam Schwarze, Gerhard Hilgers, Hans Rabus

专题命中 规划决策 ：planning(abstract)

Journal ref Biomedical Physics & Engineering Express 11, 015018 (2025)

Mixture-of-Minds: Multi-Agent Reinforcement Learning for Table Understanding

Yuhang Zhou, Mingrui Zhang, Ke Li, Mingyi Wang, Qiao Liu, Qifei Wang, Jiayi Liu, Fei Liu, Serena Li, Weiwei Li, Mingze Gao, Abhishek Kumar, Xiangjun Fan, Zhuokai Zhao, Lizhu Zhang

机构 * Meta AI 纠错

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

Comments 18 pages, 4 figures

Mix Q-learning for Lane Changing: A Collaborative Decision-Making Method in Multi-Agent Deep Reinforcement Learning

Xiaojun Bi, Mingjie He, Yiwen Sun

机构 * College of Information and Engineering, Minzu University of China（中国民族大学信息与工程学院） ； Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance of MOE, Minzu University of China（教育部民族语言智能分析与安全治理重点实验室） ； Institute for Artificial Intelligence, Peking University（北京大学人工智能学院） ； Beijing Institute for General Artificial Intelligence (BIGAI)（北京通用人工智能研究院） 纠错

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

Mitigating Manipulation and Enhancing Persuasion: A Reflective Multi-Agent Approach for Legal Argument Generation

Li Zhang, Kevin D. Ashley

机构 * Intelligent Systems Program University of Pittsburgh Pittsburgh Pennsylvania USA ； Intelligent Systems Program University of Pittsburgh 纠错

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

Comments 13 pages, 2 figures, 2nd ConventicLe on Artificial Intelligence Regulation and Safety Workshop at ICAIL 2025

Revisiting Multi-Agent World Modeling from a Diffusion-Inspired Perspective

Yang Zhang, Xinran Li, Jianing Ye, Shuang Qiu, Delin Qu, Xiu Li, Chongjie Zhang, Chenjia Bai

机构 * Tsinghua University（清华大学） ； The Hong Kong University of Science and Technology（香港科技大学） ； Washington University in St. Louis（圣路易斯华盛顿大学） ； City University of Hong Kong（香港城市大学） ； Fudan University（复旦大学） ； Institute of Artificial Intelligence (TeleAI)（人工智能研究所） ； China Telecom（中国电信） ； Shenzhen Research Institute of Northwestern Polytechnical University（西北工业大学深圳研究院） 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 at NIPS'25

Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning

Emile Anand, Ishani Karmarkar, Guannan Qu

机构 * Georgia Institute of Technology（佐治亚理工学院） ； Stanford University（斯坦福大学） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Comments 53 pages. AAAI 2025 MARW Best Paper Award. Accepted at NeurIPS 2025 (spotlight)

ComProScanner: A multi-agent based framework for composition-property structured data extraction from scientific literature

Aritra Roy, Enrico Grisan, John Buckeridge, Chiara Gattinoni

机构 * Energy, Materials and Environment Research Centre, London South Bank University, London SE1 0AA, UK.（能源、材料与环境研究中心，伦敦南银行大学） ； Bioscience and Bioengineering Research Centre, London South Bank University, London SE1 0AA, UK.（生物科学与生物工程研究中心，伦敦南银行大学） ； Department of Physics, Kings College London, London WC2R 2LS, UK.（物理系，国王学院伦敦） 纠错

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

ColorAgent: Building A Robust, Personalized, and Interactive OS Agent

Ning Li, Qiqiang Lin, Zheng Wu, Xiaoyun Mo, Weiming Zhang, Yin Zhao, Xiangmou Qu, Jiamu Zhou, Jun Wang, Congmin Zheng, Yuanyi Song, Hongjiang Chen, Heyuan Huang, Jihong Wang, Jiaxin Yin, Jingwei Yu, Junwei Liao, Qiuying Peng, Xingyu Lou, Jun Wang, Weiwen Liu, Zhuosheng Zhang, Weinan Zhang

机构 * Shanghai Jiao Tong University（上海交通大学） ； OPPO Research Institute（OPPO研究院） 纠错

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

HIKMA: Human-Inspired Knowledge by Machine Agents through a Multi-Agent Framework for Semi-Autonomous Scientific Conferences

Zain Ul Abideen Tariq, Mahmood Al-Zubaidi, Uzair Shah, Marco Agus, Mowafa Househ

机构 * College of Science and Engineering, Hamad Bin Khalifa University, Qatar（科学与工程学院，哈马德·本·哈利法大学，卡塔尔） 纠错

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

Social Simulations with Large Language Model Risk Utopian Illusion

Ning Bian, Xianpei Han, Hongyu Lin, Baolei Wu, Jun Wang

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

AGC-Drive: A Large-Scale Dataset for Real-World Aerial-Ground Collaboration in Driving Scenarios

Yunhao Hou, Bochao Zou, Min Zhang, Ran Chen, Shangdong Yang, Yanmei Zhang, Junbao Zhuo, Siheng Chen, Jiansheng Chen, Huimin Ma

机构 * University of Science and Technology Beijing（北京科技大学） ； Xiamen NEVC Advanced Electric Powertrain Technology Innovation Center（厦门NEVC先进电驱技术创新中心） ； Shanghai Jiao Tong University（上海交通大学） 纠错

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

LVLMs are Bad at Overhearing Human Referential Communication

Zhengxiang Wang, Weiling Li, Panagiotis Kaliosis, Owen Rambow, Susan E. Brennan

机构 * Department of Linguistics（语言学系） ； Institute for Advanced Computational Science（先进计算科学研究所） ； Department of Psychology（心理学系） ； Department of Computer Science, Stony Brook University（石溪大学计算机科学系） 纠错

专题命中 多智能体 ：agent(abstract)；分类 cs.CL

Comments EMNLP 2025 (Main)

Sketch2BIM: A Multi-Agent Human-AI Collaborative Pipeline to Convert Hand-Drawn Floor Plans to 3D BIM

Abir Khan Ratul, Sanjay Acharjee, Somin Park, Md Nazmus Sakib

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

Cloud-Fog-Edge Collaborative Computing for Sequential MIoT Workflow: A Two-Tier DDPG-Based Scheduling Framework

Yuhao Fu, Yinghao Zhang, Yalin Liu, Bishenghui Tao, Junhong Ruan

机构 * Hong Kong Metropolitan University（香港理工大学） ； Guangdong Key Lab of AI and Multi-Modal Data Processing（广东人工智能与多模态数据处理重点实验室） ； Hong Kong University of Science and Technology（香港科学大学） 纠错

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

Comments 14 pages, 3 figures, 2 tables

A Comparison for Non-Specialists of Workflow Steps and Similarity of Factor Rankings for Several Global Sensitivity Analysis Methods

Ken Newman, Shaini Naha, Leah Jackson-Blake, Cairistiona Topp, Miriam Glendell, Adam Butler

专题命中 工作流自动化 ：workflow(title,abstract)

Randomized Neural Network with Adaptive Forward Regularization for Online Task-free Class Incremental Learning

Junda Wang, Minghui Hu, Ning Li, Abdulaziz Al-Ali, Ponnuthurai Nagaratnam Suganthan

机构 * School of Electronic Information and Electrical Engineering（电子信息与电气工程学院） ； Key Laboratory of System Control（系统控制关键实验室） ； School of Electrical and Electronic Engineering（电气与电子工程学院） ； Engineering Department, College of Engineering（工程学院电子工程系） ； Qatar University（卡塔尔大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

ResearchGPT: Benchmarking and Training LLMs for End-to-End Computer Science Research Workflows

Penghao Wang, Yuhao Zhou, Mengxuan Wu, Ziheng Qin, Bangyuan Zhu, Shengbin Huang, Xuanlei Zhao, Panpan Zhang, Xiaojiang Peng, Yuzhang Shang, Jianfei Yang, Zheng Zhu, Tianlong Chen, Zhangyang Wang, Kai Wang

机构 * NUS（国立新加坡大学） ； NTU（国立科技大学） ； SZTU（深圳技术大学） ； UCF（佛罗里达大学） ； GigaAI（GigaAI研究所） ； UNC（北卡罗来纳大学教堂山分校） ； UT Austin（得克萨斯大学奥斯汀分校） 纠错

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

Co-Designing with Multiple Stakeholders and Datasets: A Community-Centered Process to Understand Youth Deviance in the Italian City of Turin

Ravinithesh Annapureddy, Alessandro Fornaroli, Massimo Fattori, Valeria Lacovara, Eleonora Fiori, Sarah Vollmer, Moritz Konradi, Britta Elena Hecking, Gianfranco Todesco, Daniel Gatica-Perez

专题命中 工作流自动化 ：planning(abstract)

Enhancing Autonomous Manipulator Control with Human-in-loop for Uncertain Assembly Environments

Ashutosh Mishra, Shreya Santra, Hazal Gozbasi, Kentaro Uno, Kazuya Yoshida

机构 * Space Robotics Lab. (SRL) in Department of Aerospace Engineering, Graduate School of Engineering, Tohoku University（太空机器人实验室（SRL）位于航空航天工程系，工学研究生院，东北大学） 纠错

专题命中 工作流自动化 ：planning(abstract)

Comments 6 pages, 7 figures. Manuscript accepted at the 2025 IEEE 21st International Conference on Automation Science and Engineering (CASE 2025)

Minos: Exploiting Cloud Performance Variation with Function-as-a-Service Instance Selection

Trever Schirmer, Natalie Carl, Nils Höller, Tobias Pfandzelter, David Bermbach

专题命中 工作流自动化 ：workflow(abstract)

Comments Accepted for Publication at the 13th IEEE International Conference on Cloud Engineering (IC2E 2025)

ProFaaStinate: Delaying Serverless Function Calls to Optimize Platform Performance

Trever Schirmer, Natalie Carl, Tobias Pfandzelter, David Bermbach

专题命中 工作流自动化 ：workflow(abstract)

Comments Accepted for publication in Proc. of 9th International Workshop on Serverless Computing (WoSC 23)

Can Agents Fix Agent Issues?

Alfin Wijaya Rahardja, Junwei Liu, Weitong Chen, Zhenpeng Chen, Yiling Lou

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

Comments Accepted by the 39th Annual Conference on Neural Information Processing Systems (NeurIPS 2025)

RECODE-H: A Benchmark for Research Code Development with Interactive Human Feedback

Chunyu Miao, Henry Peng Zou, Yangning Li, Yankai Chen, Yibo Wang, Fangxin Wang, Yifan Li, Wooseong Yang, Bowei He, Xinni Zhang, Dianzhi Yu, Hanchen Yang, Hoang H Nguyen, Yue Zhou, Jie Yang, Jizhou Guo, Wenzhe Fan, Chin-Yuan Yeh, Panpan Meng, Liancheng Fang, Jinhu Qi, Wei-Chieh Huang, Zhengyao Gu, Yuwei Han, Langzhou He, Yuyao Yang, Yinghui Li, Hai-Tao Zheng, Xue Liu, Irwin King, Philip S. Yu

机构 * University of Illinois Chicago（伊利诺伊大学芝加哥分校） ； Tsinghua University（清华大学） ； McGill University（麦吉尔大学） ； MBZUAI（麦吉尔大学人工智能研究所） ； The Chinese University of Hong Kong（香港中文大学） ； City University of Hong Kong（香港城市大学） ； Shanghai Jiao Tong University（上海交通大学） ； National Taiwan University（国立台湾大学） ； Xi’an Jiaotong University（西安交通大学） 纠错

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

Comments Code and dataset are available at github.com/ChunyuMiao98/RECODE

MobileRL: Online Agentic Reinforcement Learning for Mobile GUI Agents

Yifan Xu, Xiao Liu, Xinghan Liu, Jiaqi Fu, Hanchen Zhang, Bohao Jing, Shudan Zhang, Yuting Wang, Wenyi Zhao, Yuxiao Dong

机构 * Tsinghua University（清华大学） 纠错

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

Surfer 2: The Next Generation of Cross-Platform Computer Use Agents

Mathieu Andreux, Märt Bakler, Yanael Barbier, Hamza Benchekroun, Emilien Biré, Antoine Bonnet, Riaz Bordie, Nathan Bout, Matthias Brunel, Aleix Cambray, Pierre-Louis Cedoz, Antoine Chassang, Gautier Cloix, Ethan Connelly, Alexandra Constantinou, Ramzi De Coster, Hubert de la Jonquiere, Aurélien Delfosse, Maxime Delpit, Alexis Deprez, Augustin Derupti, Mathieu Diaz, Shannon D'Souza, Julie Dujardin, Abai Edmund, Michael Eickenberg, Armand Fatalot, Wissem Felissi, Isaac Herring, Xavier Koegler, Erwan Le Jumeau de Kergaradec, Aurélien Lac, Maxime Langevin, Corentin Lauverjat, Antonio Loison, Avshalom Manevich, Axel Moyal, Axel Nguyen Kerbel, Marinela Parovic, Julien Revelle, Guillaume Richard, Mats Richter, Ronan Riochet, María Santos, Romain Savidan, Laurent Sifre, Maxime Theillard, Marc Thibault, Ivan Valentini, Tony Wu, Laura Yie, Kai Yuan, Jevgenij Zubovskij

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

Comments 21 pages, 9 figures, 2 tables

PREVENT: Proactive Risk Evaluation and Vigilant Execution of Tasks for Mobile Robotic Chemists using Multi-Modal Behavior Trees

Satheeshkumar Veeramani, Zhengxue Zhou, Francisco Munguia-Galeano, Hatem Fakhruldeen, Thomas Roddelkopf, Mohammed Faeik Ruzaij Al-Okby, Kerstin Thurow, Andrew Ian Cooper

机构 * Department of Chemistry and Material Innovation Factory, University of Liverpool（化学系和材料创新工厂，利物浦大学） ； Center for Life Science Automation, University of Rostock（生命科学自动化中心，罗斯托克大学） 纠错

专题命中 GUI与网页智能体 ：workflow(abstract)

Comments 25 pages, 8 figures, paper submitted to Robotics and Autonomous Systems Journal

Sensing and Storing Less: A MARL-based Solution for Energy Saving in Edge Internet of Things

Zongyang Yuan, Lailong Luo, Qianzhen Zhang, Bangbang Ren, Deke Guo, Richard T. B. Ma

专题命中 GUI与网页智能体 ：agent(abstract)

Discrete Screening

Alejandro Francetich, Burkhard C. Schipper

专题命中 GUI与网页智能体 ：agent(abstract)

Comments 27 pages, 6 figures