AI Agent

Finite-Time Guarantees for Multi-Agent Combinatorial Bandits with Nonstationary Rewards

Katherine B. Adams, Justin J. Boutilier, Qinyang He, Yonatan Mintz

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

Comments 41 pages, 8 figures

Vibe Coding: Is Human Nature the Ghost in the Machine?

Cory Knobel, Nicole Radziwill

专题命中 多智能体 ：agent(abstract)；AI agent(abstract)；planning(abstract)

Pareto Actor-Critic for Communication and Computation Co-Optimization in Non-Cooperative Federated Learning Services

Renxuan Tan, Rongpeng Li, Xiaoxue Yu, Xianfu Chen, Xing Xu, Zhifeng Zhao

机构 * College of Information Science and Electronic Engineering, Zhejiang University（浙江大学信息科学与电子工程学院） ； Shenzhen CyberAray Network Technology Co., Ltd, China（深圳 CyberAray 网络技术有限公司） ； Information and Communication Branch of State Grid Hebei Electric Power Co., Ltd, China（国网河北电力信息通信分部） ； Zhejiang Lab as well as Zhejiang University（浙江实验室以及浙江大学） 纠错

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

Neural Spline Operators for Risk Quantification in Stochastic Systems

Zhuoyuan Wang, Raffaele Romagnoli, Kamyar Azizzadenesheli, Yorie Nakahira

机构 * Department of Electrical and Computering Engineering, Carnegie Mellon University（电气与计算机工程系，卡内基梅隆大学） ； School of Science and Engineering, Department of Mathematics and Computer Science, Duquesne University（科学与工程学院，数学与计算机科学系，杜克森大学） 纠错

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

The Mathematician's Assistant: Integrating AI into Research Practice

Jonas Henkel

机构 * Fachbereich Mathematik und Informatik, Philipps-Universität Marburg（数学与计算机科学系，马尔堡菲利普斯大学） 纠错

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

Comments 24 pages, 7 figures. Accepted for publication in Mathematische Semesterberichte (to appear in vol. 72, no. 2)

Prompting Strategies for Language Model-Based Item Generation in K-12 Education: Bridging the Gap Between Small and Large Language Models

Mohammad Amini, Babak Ahmadi, Xiaomeng Xiong, Yilin Zhang, Christopher Qiao

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

Stable and practical semi-Markov modelling of intermittently-observed data

Christopher Jackson

专题命中 工作流自动化 ：workflow(abstract)

Adapting Foundation Model for Dental Caries Detection with Dual-View Co-Training

Tao Luo, Han Wu, Tong Yang, Dinggang Shen, Zhiming Cui

机构 * School of Biomedical Engineering \& State Key Laboratory of Advanced Medical Materials ； Devices, ShanghaiTech University, Shanghai, China Lingang Laboratory, Shanghai, China Shanghai United Imaging Intelligence Co. Ltd., Shanghai, China Shanghai Clinical Research ； Trial Center, Shanghai, China Shanghai Linkedcare Information Technology Co., Ltd., Shanghai, China 纠错

专题命中 工作流自动化 ：workflow(abstract)

DRR-MDPF: A Queue Management Strategy Based on Dynamic Resource Allocation and Markov Decision Process in Named Data Networking (NDN)

Fatemeh Roshanzadeh, Hamid Barati, Ali Barati

专题命中 工作流自动化 ：agent(abstract)

CogNav: Cognitive Process Modeling for Object Goal Navigation with LLMs

Yihan Cao, Jiazhao Zhang, Zhinan Yu, Shuzhen Liu, Zheng Qin, Qin Zou, Bo Du, Kai Xu

机构 * College of Computer Science and Technology, National University of Defense Technology（计算机科学与技术学院，国防科技大学） ； CFCS, School of Computer Science, Peking University（计算机科学系，北京大学） ； Defense Innovation Institute, Academy of Military Sciences（国防科技创新研究院，军事科学院） ； School of Computer Science, Wuhan University（计算机科学学院，武汉大学） 纠错

专题命中 工作流自动化 ：agent(abstract)

Learned Rate Control for Frame-Level Adaptive Neural Video Compression via Dynamic Neural Network

Chenhao Zhang, Wei Gao

机构 * SECE ； Shenzhen Graduate School（深圳研究生院） ； Peking University（北京大学） ； Peng Cheng Laboratory（鹏城实验室） 纠错

专题命中 软件智能体 ：agent(abstract)

Learning What is Worth Learning: Active and Sequential Domain Adaptation for Multi-modal Gross Tumor Volume Segmentation

Jingyun Yang, Guoqing Zhang, Jingge Wang, Yang Li

机构 * Shenzhen Key Laboratory of Ubiquitous Data Enabling, Tsinghua Shenzhen International Graduate School, Tsinghua University（深圳 ubiquitous 数据赋能重点实验室、清华大学深圳国际研究生院、清华大学） 纠错

专题命中 软件智能体 ：planning(abstract)

Persode: Personalized Visual Journaling with Episodic Memory-Aware AI Agent

Seokho Jin, Manseo Kim, Sungho Byun, Hansol Kim, Jungmin Lee, Sujeong Baek, Semi Kim, Sanghum Park, Sung Park

专题命中 记忆与上下文管理 ：agent(title)；AI agent(title)

The Trouble with Rational Expectations in Heterogeneous Agent Models: A Challenge for Macroeconomics

Benjamin Moll

专题命中 记忆与上下文管理 ：agent(title,abstract)

Measuring work in quantum many-body systems using a dynamical "work agent"

Cheolhee Han, Nadav Katz, Eran Sela

专题命中 记忆与上下文管理 ：agent(title,abstract)

Journal ref Phys. Rev. B 112, 035416 (2025)

Predicting Trends in $V_{OC}$ Through Rapid, Multimodal Characterization of State-of-the-Art p-i-n Perovskite Devices

Amy E. Louks, Brandon T. Motes, Anthony T. Troupe, Axel F. Palmstrom, Joseph J. Berry, Dane W. deQuilettes

专题命中 记忆与上下文管理 ：workflow(abstract)

Comments 18 pages, 4 figures

Audiovisual angle and voice incongruence do not affect audiovisual verbal short-term memory in virtual reality

Cosima A. Ermert, Manuj Yadav, Jonathan Ehret, Chinthusa Mohanathasan, Andrea Bönsch, Torsten W. Kuhlen, Sabine J. Schlittmeier, Janina Fels

机构 * Institute for Hearing Technology and Acoustics, RWTH Aachen University（听力技术与声学研究所，亚琛RWTH大学） ； Visual Computing Institute, RWTH Aachen University（视觉计算研究所，亚琛RWTH大学） ； Work and Engineering Psychology, RWTH Aachen University（工作与工程心理学，亚琛RWTH大学） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)

Comments Submitted to PlosOne, 19 pages, 6 figures

Journal ref PLOS ONE 20.8 (2025) e0330693

WideSearch: Benchmarking Agentic Broad Info-Seeking

Ryan Wong, Jiawei Wang, Junjie Zhao, Li Chen, Yan Gao, Long Zhang, Xuan Zhou, Zuo Wang, Kai Xiang, Ge Zhang, Wenhao Huang, Yang Wang, Ke Wang

机构 * ByteDance Seed（字节跳动种子） 纠错

专题命中 Agent评测 ：agentic(title,abstract)；agent(abstract)；planning(abstract)；multi-agent(abstract)

Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models

Younwoo Choi, Changling Li, Yongjin Yang, Zhijing Jin

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

Agent-based model of information diffusion in the limit order book trading

Mateusz Wilinski, Juho Kanniainen

专题命中 Agent评测 ：agent(title,abstract)

Comments 9 pages, 3 figures

Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol

Wei Ma, Yixiao Yang, Qiang Hu, Shi Ying, Zhi Jin, Bo Du, Zhenchang Xing, Tianlin Li, Junjie Shi, Yang Liu, Linxiao Jiang

机构 * Singapore Management University Singapore ； Capital Normal University Beijing China ； Tianjin University Tianjin China ； Wuhan University China ； CSIRO's Data61 \& Australian National University Australia ； Nanyang Technological University Singapore ； Singapore Management University ； Capital Normal University ； Tianjin University ； Wuhan University ； CSIRO's Data61 \& Australian National University ； Nanyang Technological University 纠错

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

ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents

Tianjian Liu, Fanqi Wan, Jiajian Guo, Xiaojun Quan

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

Comments 21 pages, 6 Figures

Multilingual Contextualization of Large Language Models for Document-Level Machine Translation

Miguel Moura Ramos, Patrick Fernandes, Sweta Agrawal, André F. T. Martins

机构 * Instituto Superior Técnico, Universidade de Lisboa (ELLIS Unit Lisbon)（里斯本大学理工学院（ELLIS单位里斯本）） ； Instituto de Telecomunicações（电信研究所） ； Carnegie Mellon University（卡内基梅隆大学） ； Unbabel 纠错

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

Comments COLM 2025

Intermolecular Interactions between Polyethylene, Water, and Potential Antistatic and Slip Additives: a Molecular Dynamics Study

María del Mar Cammarata, R. Martín Negri, Rocio Semino

专题命中 Agent评测 ：agent(abstract)

Comments 39 pages, 15 figures, 4 tables

Mathematical Modelling of Face Coverings for Virus Protection

Matthew D. Shirley, Ian M. Griffiths, Joseph Houghton, Lucy Hope, Paul Hope, Christopher. J. W. Breward

专题命中 Agent评测 ：agent(abstract)

AI-AI Esthetic Collaboration with Explicit Semiotic Awareness and Emergent Grammar Development

Nicanor I. Moldovan

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

Comments 13 pages