AI Agent

The Impact of Artificial Intelligence on Traditional Art Forms: A Disruption or Enhancement

Viswa Chaitanya Marella, Sai Teja Erukude, Suhasnadh Reddy Veluru

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

Comments 13 pages

Several Performance Bounds on Decentralized Online Optimization are Highly Conservative and Potentially Misleading

Erwan Meunier, Julien M. Hendrickx

机构 * ICTEAM institute, UCLouvain（ICTEAM研究所，UCLouvain大学） 纠错

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

Comments 7 pages, 5 figures. Paper accepted for the 64th IEEE Conference on Decision and Control (2025)

Grower-in-the-Loop Interactive Reinforcement Learning for Greenhouse Climate Control

Maxiu Xiao, Jianglin Lan, Jingxin Yu, Weihong Ma, Qiuju Xie, Congcong Sun

机构 * Agricultural Biosystems Engineering Group, Wageningen University（瓦赫宁根大学农业生物系统工程组） ； James Watt School of Engineering, University of Glasgow（格拉斯哥大学詹姆斯·瓦特工程学院） ； National Engineering Research Center for Intelligent Equipment in Agriculture, Beijing（农业智能装备国家工程研究中心，北京） ； Research Center for Intelligent Equipment Technology, Beijing Academy of Agriculture and Forestry Sciences（北京农业与林业科学智能装备技术研究中心） ； Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences（北京农业与林业科学信息技术研究中心） ； College of Electrical and Information, Northeast Agricultural University（东北农业大学电子与信息学院） 纠错

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

LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL

Yihan Wang, Peiyu Liu, Xin Yang

机构 * China Academy of Information and Communications Technology（中国信息通信技术研究院） ； Renmin University of China（中国人民大学） ； University of International Business and Economics（国际经济贸易大学） 纠错

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

Comparative Evaluation of Hard and Soft Clustering for Precise Brain Tumor Segmentation in MR Imaging

Dibya Jyoti Bora, Mrinal Kanti Mishra

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

Comments 15 pages, 10 figures

Journal ref Journal of Advances in Mathematics and Computer Science 40 (9) 2025

Evaluation of Large Language Models for Anomaly Detection in Autonomous Vehicles

Petros Loukas, David Bassir, Savvas Chatzichristofis, Angelos Amanatiadis

机构 * Democritus University of Thrace（德米特里乌斯大学） ； Dongguan University of Technology（东莞理工大学） ； ENS-Paris-Saclay University（巴黎-萨克雷大学） ； Neapolis University Pafos（纳皮奥斯大学） 纠错

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

Designing Gaze Analytics for ELA Instruction: A User-Centered Dashboard with Conversational AI Support

Eduardo Davalos, Yike Zhang, Shruti Jain, Namrata Srivastava, Trieu Truong, Nafees-ul Haque, Tristan Van, Jorge Salas, Sara McFadden, Sun-Joo Cho, Gautam Biswas, Amanda Goodwin

机构 * Trinity University（特里尼蒂大学） ； St. Mary's University（圣玛丽大学） ； Vanderbilt University（范德比大学） 纠错

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

Comments 22 pages, 9 figures, 3 tables, submitted to IUI2026

Recursive Reward Aggregation

Yuting Tang, Yivan Zhang, Johannes Ackermann, Yu-Jie Zhang, Soichiro Nishimori, Masashi Sugiyama

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

Comments Reinforcement Learning Conference 2025

Power Grid Control with Graph-Based Distributed Reinforcement Learning

Carlo Fabrizio, Gianvito Losapio, Marco Mussi, Alberto Maria Metelli, Marcello Restelli

机构 * Politecnico di Milano（米兰理工大学） 纠错

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

On Generating Monolithic and Model Reconciling Explanations in Probabilistic Scenarios

Stylianos Loukas Vasileiou, William Yeoh, Alessandro Previti, Tran Cao Son

机构 * New Mexico State University（新墨西哥州立大学） ； Washington University in St. Louis（圣路易斯华盛顿大学） ； Ericsson Research（爱立信研究） 纠错

专题命中 Agent评测 ：agent(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

A General Framework of Epistemic Forgetting and its Instantiation by Ranking Functions

Christoph Beierle, Alexander Hahn, Diana Howey, Gabriele Kern-Isberner, Kai Sauerwald

机构 * Faculty of Mathematics（数学系） ； Computer Science, University of Hagen, 58084 Hagen, Germany（计算机科学，海因斯大学，德国） ； Department of Computer Science, Technology Dortmund University, 44221 Dortmund, Germany（计算机科学系，多特蒙德技术大学，德国） 纠错

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

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

A Symbolic Adversarial Learning Framework for Evolving Fake News Generation and Detection

Chong Tian, Qirong Ho, Xiuying Chen

机构 * MBZUAI 纠错

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

Comments Accepted to EMNLP 2025 Main Conference

Active Query Selection for Crowd-Based Reinforcement Learning

Jonathan Erskine, Taku Yamagata, Raúl Santos-Rodríguez

机构 * UK Research and Innovation (UKRI) and Thales Training & Simulation Ltd.（英国研究与创新（UKRI）和泰勒斯培训与模拟有限公司） 纠错

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

Comments 7 pages, 4 figures, 2 tables plus appendices

LLM-Driven Intrinsic Motivation for Sparse Reward Reinforcement Learning

André Quadros, Cassio Silva, Ronnie Alves

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

Comments 11 pages, 5 figures, Accepted to the ENIAC 2025 conference

Semantic Attractors and the Emergence of Meaning: Towards a Teleological Model of AGI

Hans-Joachim Rudolph

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

Comments 10 pages

YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models

Lei Wang, Heyang Gao, Xiaohe Bo, Xu Chen, Ji-Rong Wen

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

Are LLM-Powered Social Media Bots Realistic?

Lynnette Hui Xian Ng, Kathleen M. Carley

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Comments Accepted into SBP-BRiMS 2025

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback

Alexandru Coca, Bo-Hsiang Tseng, Pete Boothroyd, Jianpeng Cheng, Mark Gaynor, Zhenxing Zhang, Joe Stacey, Tristan Guigue, Héctor Martinez Alonso, Diarmuid Ó Séaghdha, Anders Johannsen

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

Comments 20 pages, 12 figures. To appear at SIGDIAL 2025

SAND: Boosting LLM Agents with Self-Taught Action Deliberation

Yu Xia, Yiran Shen, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Julian McAuley

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

Comments EMNLP 2025

Near Optimal Non-asymptotic Sample Complexity of 1-Identification

Zitian Li, Wang Chi Cheung

机构 * Department of Industrial Systems Engineering \& Management, National University of Singapore, Singapore 纠错

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

CrafterDojo: A Suite of Foundation Models for Building Open-Ended Embodied Agents in Crafter

Junyeong Park, Hyeonseo Cho, Sungjin Ahn

机构 * CrafterDojo: A Suite of Foundation Models for Building Open-Ended Embodied Agents in Crafter（CrafterDojo：构建开放性具身智能体的基础模型集合） 纠错

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

Large Language Models as Visualization Agents for Immersive Binary Reverse Engineering

Dennis Brown, Samuel Mulder

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

Comments Accepted to IEEE VISSOFT 2025

A Multi-Resolution Benchmark Framework for Spatial Reasoning Assessment in Neural Networks

Manuela Imbriani, Gina Belmonte, Mieke Massink, Alessandro Tofani, Vincenzo Ciancia

机构 * Dipartimento di Fisica, Università di Pisa（普拉蒂亚大学物理系） ； Istituto di Scienza e Tecnologie dell’Informazione "A.Faedo", CNR（信息科学与技术研究所（A.Faedo）） ； Azienda Toscana Nord Ovest, S.C.Fisica Sanitaria Nord（托斯卡纳北西医疗公司，北西医学物理分公司） 纠错

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

Game Reasoning Arena: A Framework and Benchmark for Assessing Reasoning Capabilities of Large Language Models via Game Play

Lucia Cipolina-Kun, Marianna Nezhurina, Jenia Jitsev

机构 * LAION Juelich Supercomputing Center (JSC)（LAION尤利奇超级计算机中心（JSC）） ； Research Center Juelich (FZJ)（尤利奇研究中心（FZJ）） 纠错

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

Seldonian Reinforcement Learning for Ad Hoc Teamwork

Edoardo Zorzi, Alberto Castellini, Leonidas Bakopoulos, Georgios Chalkiadakis, Alessandro Farinelli

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

Comments Presented at the 2nd Reinforcement Learning Conference (RLC2025), Edmonton, Canada. To be published in the Proceedings of the Reinforcement Learning Journal 2025

Model-free reinforcement learning with noisy actions for automated experimental control in optics

Lea Richtmann, Viktoria-S. Schmiesing, Dennis Wilken, Jan Heine, Aaron Tranter, Avishek Anand, Tobias J. Osborne, Michèle Heurs

机构 * Institute for Gravitational Physics（引力物理研究所） ； Leibniz University Hannover（汉诺威莱布尼茨大学） ； Institute for Theoretical Physics（理论物理研究所） ； Institute of Photonics（光子研究所） ； Quantum Science and Technology（量子科学与技术） ； Australian National University（澳大利亚国立大学） ； Software Technology Department（软件技术系） ； Delft University of Technology（代尔夫特理工大学） 纠错

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

Comments 10 pages + 12 pages appendices, 2 + 12 figures

SimInterview: Transforming Business Education through Large Language Model-Based Simulated Multilingual Interview Training System

Truong Thanh Hung Nguyen, Tran Diem Quynh Nguyen, Hoang Loc Cao, Thi Cam Thanh Tran, Thi Cam Mai Truong, Hung Cao

机构 * Analytics Everywhere Lab, University of New Brunswick, Canada（新不伦瑞克大学分析 everywhere 实验室） ； University of Foreign Language Studies, University of Danang, Vietnam（越南丹绒大学外语学院） ； Faculty of Information Technology, University of Science, VNU-HCM, Vietnam（越南胡志明市大学信息科技学院） ； Faculty of Economics and Accounting, Quy Nhon University, Vietnam（越南奎隆大学经济与会计学院） ； Faculty of Natural Sciences, Quy Nhon University, Vietnam（越南奎隆大学自然科学学院） 纠错

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

Comments Published as a conference paper at ICEFM 2025