AI Agent

Improving Cooperation in Collaborative Embodied AI

Hima Jacob Leven Suprabha, Laxmi Nag Laxminarayan Nagesh, Ajith Nair, Alvin Reuben Amal Selvaster, Ayan Khan, Raghuram Damarla, Sanju Hannah Samuel, Sreenithi Saravana Perumal, Titouan Puech, Venkataramireddy Marella, Vishal Sonar, Alessandro Suglia, Oliver Lemon

机构 * School of Mathematical and Computer Sciences（数学与计算机科学学院） ； Heriot-Watt University（赫里奥特-沃森大学） 纠错

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

Comments In proceedings of UKCI 2025

Delay-Tolerant Augmented-Consensus-based Distributed Directed Optimization

Mohammadreza Doostmohammadian, Narahari Kasagatta Ramesh, Alireza Aghasi

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

Comments Systems & Control Letters

Precise HDV Positioning through Safety-Aware Integrated Sensing and Communication in a Value-of-Information-Driven 6G V2X System

Mohammad Reza Abedi, Zahra Rashidi, Nader Mokari, Hamid Saeedi, Nizar Zorba

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

Mind the Gap: Linguistic Divergence and Adaptation Strategies in Human-LLM Assistant vs. Human-Human Interactions

Fulei Zhang, Zhou Yu

机构 * Amazon.com Inc.（亚马逊公司） 纠错

专题命中 多智能体 ：agent(abstract)；分类 cs.CL

Comments Accepted to The Second Workshop on Generative AI for E-commerce (GenAIECommerce '25), held September 22, 2025, in Prague, Czech Republic

DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation

Ziming You, Yumiao Zhang, Dexuan Xu, Yiwei Lou, Yandong Yan, Wei Wang, Huaming Zhang, Yu Huang

机构 * National Engineering Research Center for Software Engineering, Peking University（软件工程国家工程研究中心，北京大学） ； School of Software & Microelectronics, Peking University（软件与微电子学院，北京大学） ； School of Computer Science, Peking University（计算机科学学院，北京大学） ； Xi’an Jiaotong University（西安交通大学） ； Institute of Basic Theory of Chinese Medicine, China Academy of Chinese Medical Sciences（中医基础理论研究所，中国中医科学院） 纠错

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

Comments The camera-ready version for EMNLP 2025 Main Conference

Emission-GPT: A domain-specific language model agent for knowledge retrieval, emission inventory and data analysis

Jiashu Ye, Tong Wu, Weiwen Chen, Hao Zhang, Zeteng Lin, Xingxing Li, Shujuan Weng, Manni Zhu, Xin Yuan, Xinlong Hong, Jingjie Li, Junyu Zheng, Zhijiong Huang, Jing Tang

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

NEURODNAAI: Neural pipeline approaches for the advancing dna-based information storage as a sustainable digital medium using deep learning framework

Rakesh Thakur, Lavanya Singh, Yashika, Manomay Bundawala, Aruna Kumar

机构 * Amity Centre for Artificial Intelligence, Amity University, India（阿米蒂大学人工智能中心，阿米蒂大学，印度） ； Amity School of Engineering and Technology, Amity University, India（阿米蒂工程与技术学院，阿米蒂大学，印度） ； Amity Institute of Biotechnology, Amity University, India（阿米蒂生物技术学院，阿米蒂大学，印度） 纠错

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

Product Manager Practices for Delegating Work to Generative AI: "Accountability must not be delegated to non-human actors"

Mara Ulloa, Jenna L. Butler, Sankeerti Haniyur, Courtney Miller, Barrett Amos, Advait Sarkar, Margaret-Anne Storey

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

Comments 12 pages, 4 figures, 1 table

Automatic Building Code Review: A Case Study

Hanlong Wan, Weili Xu, Michael Rosenberg, Jian Zhang, Aysha Siddika

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

GUI-PRA: Process Reward Agent for GUI Tasks

Tao Xiong, Xavier Hu, Yurun Chen, Yuhang Liu, Changqiao Wu, Pengzhi Gao, Wei Liu, Jian Luan, Shengyu Zhang

机构 * Zhejiang University（浙江大学） ； MiLM Plus, Xiaomi Inc.（小米公司） 纠错

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

Improving GUI Grounding with Explicit Position-to-Coordinate Mapping

Suyuchen Wang, Tianyu Zhang, Ahmed Masry, Christopher Pal, Spandana Gella, Bang Liu, Perouz Taslakian

机构 * ServiceNow ； Mila - Quebec AI Institute（魁北克人工智能研究所） ； Université de Montréal（蒙特利尔大学） ； York University（约克大学） ； Polytechnique Montréal（蒙特利尔理工学院） ； McGill University（麦吉尔大学） 纠错

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

Point Cloud-Based Control Barrier Functions for Model Predictive Control in Safety-Critical Navigation of Autonomous Mobile Robots

Faduo Liang, Yunfeng Yang, Shi-Lu Dai

机构 * School of Automation Science and Engineering, South China University of Technology（自动化科学与工程学院，华南理工大学） ； Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai)（南方海洋科学与工程 Guangdong 实验室（珠海）） ； Guangdong Academy of Safety Production and Emergency Management Science and Technology（广东安全生产与应急管理部门科学与技术研究院） 纠错

专题命中 GUI与网页智能体 ：planning(abstract)

Comments 8 pages, 8 figures, accepted to IROS2025

Virtualizing RAN: Science, Strategy, and Architecture of Software-Defined Mobile Networks

Ryan Barker

专题命中 GUI与网页智能体 ：planning(abstract)

Comments 12 pages, 4 figures, 8 tables

SlideSLAM: Sparse, Lightweight, Decentralized Metric-Semantic SLAM for Multi-Robot Navigation

Xu Liu, Jiuzhou Lei, Ankit Prabhu, Yuezhan Tao, Igor Spasojevic, Pratik Chaudhari, Nikolay Atanasov, Vijay Kumar

机构 * Microsoft（微软公司） ； GRASP Laboratory, University of Pennsylvania（宾夕法尼亚大学GRASP实验室） ； University of Pennsylvania（宾夕法尼亚大学） ； Department of Electrical and Computer Engineering, University of California San Diego（加州大学圣地亚哥分校电气与计算机工程系） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)

Comments Xu Liu, Jiuzhou Lei, and Ankit Prabhu contributed equally to this work

A-MemGuard: A Proactive Defense Framework for LLM-Based Agent Memory

Qianshan Wei, Tengchao Yang, Yaochen Wang, Xinfeng Li, Lijun Li, Zhenfei Yin, Yi Zhan, Thorsten Holz, Zhiqiang Lin, XiaoFeng Wang

机构 * Nanyang Technological University（南洋理工大学） ； University of Oxford（牛津大学） ； Max Planck Institute（马克斯·普朗克研究所） ； The Ohio State University（俄亥俄州立大学） 纠错

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

From Pixels to Factors: Learning Independently Controllable State Variables for Reinforcement Learning

Rafael Rodriguez-Sanchez, Cameron Allen, George Konidaris

机构 * Brown University（布朗大学） ； UC Berkeley（伯克利大学） 纠错

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

Distributed Koopman Learning with Incomplete Measurements

Wenjian Hao, Lili Wang, Ayush Rai, Shaoshuai Mou

专题命中 记忆与上下文管理 ：agent(abstract)

A Trajectory Generator for High-Density Traffic and Diverse Agent-Interaction Scenarios

Ruining Yang, Yi Xu, Yixiao Chen, Yun Fu, Lili Su

机构 * Department of Electrical and Computer Engineering, Northeastern University（电气与计算机工程系，东北大学） 纠错

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

A Benchmark Study of Deep Reinforcement Learning Algorithms for the Container Stowage Planning Problem

Yunqi Huang, Nishith Chennakeshava, Alexis Carras, Vladislav Neverov, Wei Liu, Aske Plaat, Yingjie Fan

机构 * Leiden University（莱顿大学） ； Leiden Institute of Advanced Computer Science（莱顿高级计算机科学研究所） 纠错

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

FinAgentBench: A Benchmark Dataset for Agentic Retrieval in Financial Question Answering

Chanyeol Choi, Jihoon Kwon, Alejandro Lopez-Lira, Chaewoon Kim, Minjae Kim, Juneha Hwang, Jaeseon Ha, Hojun Choi, Suyeol Yun, Yongjin Kim, Yongjae Lee

机构 * University of Florida（佛罗里达大学） 纠错

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

Comments 6 pages

An Implementation Relaxation Approach to Principal-Agent Problems

Hang Jiang

专题命中 Agent评测 ：agent(title,abstract)

Amelia: A Large Dataset and Benchmark for Airport Surface Movement Forecasting

Ingrid Navarro, Pablo Ortega-Kral, Jay Patrikar, Haichuan Wang, Alonso Cano, Zelin Ye, Jong Hoon Park, Sebastian Scherer, Jean Oh

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

Comments 40 pages, 19 figures, 9 tables

$\texttt{BluePrint}$: A Social Media User Dataset for LLM Persona Evaluation and Training

Aurélien Bück-Kaeffer, Je Qin Chooi, Dan Zhao, Maximilian Puelma Touzel, Kellin Pelrine, Jean-François Godbout, Reihaneh Rabbany, Zachary Yang

机构 * McGill University（麦吉尔大学） ； Mila - Quebec Artificial Intelligence Institute（魁北克人工智能研究所） ； Harvard College（哈佛学院） ； NYU（纽约大学） ； Université de Montréal（蒙特利尔大学） 纠错

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

Comments 8 pages, 4 figures, 11 tables

Hallucination-Resistant, Domain-Specific Research Assistant with Self-Evaluation and Vector-Grounded Retrieval

Vivek Bhavsar, Joseph Ereifej, Aravanan Gurusami

机构 * CTO Office, Coherent Corporation（Coherent Corporation 技术总监办公室） 纠错

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

Comments 21 pages, 5 figures

Best-of-Majority: Minimax-Optimal Strategy for Pass@$k$ Inference Scaling

Qiwei Di, Kaixuan Ji, Xuheng Li, Heyang Zhao, Quanquan Gu

机构 * Department of Computer Science, University of California, Los Angeles, CA 90095, USA（计算机科学系，加州大学洛杉矶分校） 纠错

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

Comments 29 pages, 3 figures

Towards Provable Emergence of In-Context Reinforcement Learning

Jiuqi Wang, Rohan Chandra, Shangtong Zhang

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

Comments NeurIPS 2025, 29 pages