AI Agent

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation

Yingke Ding, Zeyu Wang, Xiyuxing Zhang, Hongbin Chen, Zhenan Xu

专题命中 Agent评测 ：agent(abstract)；workflow(abstract)；agentic(abstract)；multi-agent(abstract)

Comments Ubicomp Companion 2025

Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent

Issue Yishu Wang, Kakam Chong, Xiaofeng Wang, Xu Yan, DeXin Kong, Chen Ju, Ming Chen, Shuai Xiao, Shuguang Han, jufeng chen

机构 * Johns Hopkins University（约翰霍普金斯大学） ； Tsinghua University（清华大学） ； Shanghai Jiao Tong University（上海交通大学） ； Alibaba Group（阿里巴巴集团） 纠错

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

Assistance or Disruption? Exploring and Evaluating the Design and Trade-offs of Proactive AI Programming Support

Kevin Pu, Daniel Lazaro, Ian Arawjo, Haijun Xia, Ziang Xiao, Tovi Grossman, Yan Chen

机构 * University of Toronto（多伦多大学） ； University of California San Diego（加州大学圣地亚哥分校） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

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

Learning agent-based approach to the characterization of open quantum systems

Lorenzo Fioroni, Ivan Rojkov, Florentin Reiter

专题命中 Agent评测 ：agent(title,abstract)

Comments 13 pages, 9 figures

Journal ref Phys. Rev. Applied 24, 034011 (2025)

TalkToAgent: A Human-centric Explanation of Reinforcement Learning Agents with Large Language Models

Haechang Kim, Hao Chen, Can Li, Jong Min Lee

机构 * Department of Chemical and Biological Engineering, Seoul National University, Republic of Korea（化学与生物工程系，首尔国立大学） ； Davidson School of Chemical Engineering, Purdue University, United States（化学工程大卫森学院，普渡大学） 纠错

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

Comments 31 pages total

Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective

Yiqun Zhang, Xiaocui Yang, Xingle Xu, Zeran Gao, Yijie Huang, Shiyi Mu, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song, Ge Yu

机构 * Northeastern University, China（东北大学） ； Alibaba Group, Hangzhou, China（阿里巴巴集团） 纠错

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

Comments Compared with the previous version, reinforcement learning has been added (as a new section), including RLHF, RLVR, and RLAIF

Can Machines Imitate Humans? Integrative Turing-like tests for Language and Vision Demonstrate a Narrowing Gap

Mengmi Zhang, Elisa Pavarino, Xiao Liu, Giorgia Dellaferrera, Ankur Sikarwar, Caishun Chen, Marcelo Armendariz, Noga Mudrik, Prachi Agrawal, Spandan Madan, Mranmay Shetty, Andrei Barbu, Haochen Yang, Tanishq Kumar, Shui'Er Han, Aman Raj Singh, Meghna Sadwani, Stella Dellaferrera, Michele Pizzochero, Brandon Tang, Yew Soon Ong, Hanspeter Pfister, Gabriel Kreiman

机构 * College of Computing and Data Science（计算与数据科学学院） ； Agency for Science Technology and Research（科技研究局） ； IBM Research - Zürich Rüschlikon（苏黎世IBM研究院） ； Institute of Neuroinformatics University of Zürich and ETH Zürich（苏黎世大学与ETH神经信息学研究所） ； Biomedical Engineering Johns Hopkins University（约翰霍普金斯大学生物医学工程） ； Birla Institute of Technology and Science Pilani（比拉理工学院帕利尼） ； School of Engineering and Applied Sciences Harvard University（哈佛大学工程与应用科学学院） ； CSAIL MIT（MIT计算机科学与人工智能实验室） ； Harvard University（哈佛大学） ； Jawaharlal Nehru Medical College（尼赫鲁医学院） ； University of Turin（都灵大学） ； Symbiosis Institute of Technology（共生技术学院） ； Children’s Hospital Harvard Medical School（哈佛医学院儿童医院） ； Center for Brains Minds and Machines（大脑、心灵与机器中心） ； Department of Physics University of Bath（巴斯大学物理系） 纠错

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

Comments 83 pages, 4 main figures, 17 supp figures, and 4 supp tables

RemVerse: Supporting Reminiscence Activities for Older Adults through AI-Assisted Virtual Reality

Ruohao Li, Jiawei Li, Jia Sun, Zhiqing Wu, Zisu Li, Ziyan Wang, Ge Lin Kan, Mingming Fan

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

Transforming Wearable Data into Personal Health Insights using Large Language Model Agents

Mike A. Merrill, Akshay Paruchuri, Naghmeh Rezaei, Geza Kovacs, Javier Perez, Yun Liu, Erik Schenck, Nova Hammerquist, Jake Sunshine, Shyam Tailor, Kumar Ayush, Hao-Wei Su, Qian He, Cory Y. McLean, Mark Malhotra, Shwetak Patel, Jiening Zhan, Tim Althoff, Daniel McDuff, Xin Liu

机构 * Google Research（谷歌研究） 纠错

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

Comments 53 pages, 7 main figures, 2 main tables, accepted to Nature Communications

Learning Tool-Aware Adaptive Compliant Control for Autonomous Regolith Excavation

Andrej Orsula, Matthieu Geist, Miguel Olivares-Mendez, Carol Martinez

机构 * University of Luxembourg（卢森堡大学） ； Earth Species Project（地球物种项目） 纠错

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

Comments The source code is available at https://github.com/AndrejOrsula/space_robotics_bench

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

Contracting against Non-contractible Outsider

Hongcheng Li

专题命中 Agent评测 ：agent(abstract)

Comments JEL codes: D23, D62, D81, D86 Keywords: contracting with externalities, insider-outsider model, strategic uncertainty, contractual privacy, trade policy, labor union, platform

From Control to Opinion Dynamics: Signum Consensus Protocol on Arbitrary Weighted Directed Graphs

Mingxi Li, Hanzhou Wang, Dongyu Li

专题命中 Agent评测 ：agent(abstract)

Comments 30 pages, 9 figures

Bayesimax Theory: Selecting Priors by Minimizing Total Information

Sitaram Vangala

专题命中 Agent评测 ：agent(abstract)

Comments 14 pages

A Differentiable Model for Optimizing the Genetic Drivers of Synaptogenesis

Tommaso Boccato, Matteo Ferrante, Nicola Toschi

专题命中 Agent评测 ：agent(abstract)

Fair Risk Optimization of Distributed Systems

Aray Almen, Darinka Dentcheva

专题命中 Agent评测 ：agent(abstract)