AI Agent

EEschematic: Multimodal-LLM Based AI Agent for Schematic Generation of Analog Circuit

Chang Liu, Danial Chitnis

机构 * School of Engineering The University of Edinburgh Edinburgh, UK（工程学院 苏格兰爱丁堡大学） 纠错

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

Evolution of AI Agent Registry Solutions: Centralized, Enterprise, and Distributed Approaches

Aditi Singh, Abul Ehtesham, Mahesh Lambe, Jared James Grogan, Abhishek Singh, Saket Kumar, Luca Muscariello, Vijoy Pandey, Guillaume Sauvage De Saint Marc, Pradyumna Chari, Ramesh Raskar

机构 * Cleveland State University（克利夫兰州立大学） ； Kent State University（肯特州立大学） ； Independent Researcher（独立研究者） ； Massachusetts Institute of Technology（麻省理工学院） ； Northeastern University（东北大学） 纠错

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

FinResearchBench: A Logic Tree based Agent-as-a-Judge Evaluation Framework for Financial Research Agents

Rui Sun, Zuo Bai, Wentao Zhang, Yuxiang Zhang, Li Zhao, Shan Sun, Zhengwen Qiu

机构 * Stepfun ； FinStep 纠错

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

Fully Autonomous AI Agents Should Not be Developed

Margaret Mitchell, Avijit Ghosh, Alexandra Sasha Luccioni, Giada Pistilli

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

A Vision for Access Control in LLM-based Agent Systems

Xinfeng Li, Dong Huang, Jie Li, Hongyi Cai, Zhenhong Zhou, Wei Dong, XiaoFeng Wang, Yang Liu

机构 * Nanyang Technological University, Singapore（南洋理工大学，新加坡） ； National University of Singapore, Singapore（国立新加坡大学，新加坡） 纠错

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

Comments 11 pages, 1 figure

Sequence Modeling for N-Agent Ad Hoc Teamwork

Caroline Wang, Di Yang Shi, Elad Liebman, Ishan Durugkar, Arrasy Rahman, Peter Stone

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

Comments Presented at RLDM 2025

Agentic Design of Compositional Machines

Wenqian Zhang, Weiyang Liu, Zhen Liu

机构 * The Chinese University of Hong Kong (Shenzhen)（香港中文大学（深圳）） 纠错

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

Comments 75 pages, 31 figures, Project Page: https://besiegefield.github.io

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

Ming Hu, Chenglong Ma, Wei Li, Wanghan Xu, Jiamin Wu, Jucheng Hu, Tianbin Li, Guohang Zhuang, Jiaqi Liu, Yingzhou Lu, Ying Chen, Chaoyang Zhang, Cheng Tan, Jie Ying, Guocheng Wu, Shujian Gao, Pengcheng Chen, Jiashi Lin, Haitao Wu, Lulu Chen, Fengxiang Wang, Yuanyuan Zhang, Xiangyu Zhao, Feilong Tang, Encheng Su, Junzhi Ning, Xinyao Liu, Ye Du, Changkai Ji, Pengfei Jiang, Cheng Tang, Ziyan Huang, Jiyao Liu, Jiaqi Wei, Yuejin Yang, Xiang Zhang, Guangshuai Wang, Yue Yang, Huihui Xu, Ziyang Chen, Yizhou Wang, Chen Tang, Jianyu Wu, Yuchen Ren, Siyuan Yan, Zhonghua Wang, Zhongxing Xu, Shiyan Su, Shangquan Sun, Runkai Zhao, Zhisheng Zhang, Dingkang Yang, Jinjie Wei, Jiaqi Wang, Jiahao Xu, Jiangtao Yan, Wenhao Tang, Hongze Zhu, Yu Liu, Fudi Wang, Yiqing Shen, Yuanfeng Ji, Yanzhou Su, Tong Xie, Hongming Shan, Chun-Mei Feng, Zhi Hou, Diping Song, Lihao Liu, Yanyan Huang, Lequan Yu, Bin Fu, Shujun Wang, Xiaomeng Li, Xiaowei Hu, Yun Gu, Ben Fei, Benyou Wang, Yuewen Cao, Minjie Shen, Jie Xu, Haodong Duan, Fang Yan, Hongxia Hao, Jielan Li, Jiajun Du, Yanbo Wang, Imran Razzak, Zhongying Deng, Chi Zhang, Lijun Wu, Conghui He, Zhaohui Lu, Jinhai Huang, Wenqi Shao, Yihao Liu, Siqi Luo, Yi Xin, Xiaohong Liu, Fenghua Ling, Yuqiang Li, Aoran Wang, Siqi Sun, Qihao Zheng, Nanqing Dong, Tianfan Fu, Dongzhan Zhou, Yan Lu, Wenlong Zhang, Jin Ye, Jianfei Cai, Yirong Chen, Wanli Ouyang, Yu Qiao, Zongyuan Ge, Shixiang Tang, Junjun He, Chunfeng Song, Lei Bai, Bowen Zhou

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

MoPHES:Leveraging on-device LLMs as Agent for Mobile Psychological Health Evaluation and Support

Xun Wei, Pukai Zhou, Zeyu Wang

机构 * School of Software Engineering, Jiangxi University of Science and Technology（江西科技理工大学软件工程学院） ； School of Computer Science, Shenzhen University（深圳大学计算机科学学院） 纠错

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

Comments This work has been submitted to the IEEE for possible publication

mRNA active transport in oocyte-early embryo: 3D agent-based modeling

Marat A. Sabirov, Ekaterina M. Myasnikova, Alexander V. Spirov

专题命中 Agent评测 ：agent(title,abstract)

Comments 44 pages, 29 figures, in russian

Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents

Yihong Tang, Kehai Chen, Liang Yue, Jinxin Fan, Caishen Zhou, Xiaoguang Li, Yuyang Zhang, Mingming Zhao, Shixiong Kai, Kaiyang Guo, Xingshan Zeng, Wenjing Cun, Lifeng Shang, Min Zhang

机构 * School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China（计算机科学与技术学院，哈尔滨工业大学，深圳，中国） ； Huawei Technologies Co., Ltd.（华为技术有限公司） 纠错

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

Do LLMs Recognize Your Latent Preferences? A Benchmark for Latent Information Discovery in Personalized Interaction

Ioannis Tsaknakis, Bingqing Song, Shuyu Gan, Dongyeop Kang, Alfredo Garcia, Gaowen Liu, Charles Fleming, Mingyi Hong

机构 * University of Minnesota（明尼苏达大学） ； Texas A&M University（德克萨斯农工大学） ； CISCO Research（思科研究） 纠错

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

AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions

Zonghao Ying, Le Wang, Yisong Xiao, Jiakai Wang, Yuqing Ma, Jinyang Guo, Zhenfei Yin, Mingchuan Zhang, Aishan Liu, Xianglong Liu

机构 * SKLCCSE, Beihang University（北京航空航天大学智能科学与技术研究中心） ； Zhongguancun Laboratory（中关村实验室） ； The University of Sydney（悉尼大学） ； Henan University of Science（河南科技大学） 纠错

专题命中 Agent评测 ：agent(abstract)；planning(abstract)；workflow(abstract)

Quantum Reinforcement Learning Trading Agent for Sector Rotation in the Taiwan Stock Market

Chi-Sheng Chen, Xinyu Zhang, Ya-Chuan Chen

机构 * Neuro Industry Research（神经产业研究） ； Neuro Industry, Inc.（神经产业公司） ； Department of Computer Science（计算机科学系） ； The University of Alabama（阿拉巴马大学） ； Industrial Technology Research Institute（工业技术研究 institutes） 纠错

专题命中 Agent评测 ：agent(title)；分类 cs.LG

An Empirical Study on LLM-based Agents for Automated Bug Fixing

Xiangxin Meng, Zexiong Ma, Pengfei Gao, Chao Peng

机构 * ByteDance（字节跳动） 纠错

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

Using Kolmogorov-Smirnov Distance for Measuring Distribution Shift in Machine Learning

Ozan K. Tonguz, Federico Taschin

机构 * Carnegie Mellon University, USA（卡内基梅隆大学，美国） ； KTH Royal Institute of Technology, Sweden（皇家理工学院） 纠错

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

Max It or Miss It: Benchmarking LLM On Solving Extremal Problems

Binxin Gao, Jingjun Han

机构 * University of Maryland（马里兰大学） ； Fudan University（复旦大学） 纠错

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

Comments Our benchmark dataset is available at https://huggingface.co/datasets/binxingao/extrem-bench

DISCOVER: Automated Curricula for Sparse-Reward Reinforcement Learning

Leander Diaz-Bone, Marco Bagatella, Jonas Hübotter, Andreas Krause

机构 * ETH Zürich, Switzerland（苏黎世联邦理工学院，瑞士） ； Max Planck Institute for Intelligent Systems, Germany（智能系统马克斯·普朗克研究所，德国） 纠错

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

Comments NeurIPS 2025

Incentivizing Truthful Language Models via Peer Elicitation Games

Baiting Chen, Tong Zhu, Jiale Han, Lexin Li, Gang Li, Xiaowu Dai

机构 * UCLA（加州大学洛杉矶分校） ； UC Berkeley（伯克利大学） 纠错

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

A Comparative User Evaluation of XRL Explanations using Goal Identification

Mark Towers, Yali Du, Christopher Freeman, Timothy J. Norman

机构 * School of Electronics and Computer Science, University of Southampton, UK（电子与计算机科学学院，南安普顿大学，英国） ； Computer Science, University of Southampton, UK（计算机科学，南安普顿大学，英国） ； Department of Informatics, Kings College London, UK（信息学院，伦敦国王学院，英国） 纠错

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

Comments Accepted to ECAI 2025 Workshop on Evaluating Explainable AI and Complex Decision-Making, 8 Pages

Detecting Adversarial Fine-tuning with Auditing Agents

Sarah Egler, John Schulman, Nicholas Carlini

机构 * MATS & Anthropic Fellows Program（MATS与Anthropic Fellow项目） ； Thinking Machines Lab（Thinking Machines实验室） ； Anthropic 纠错

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

Is quantum mechanics merely a theory for us?

Peter W. Evans

专题命中 Agent评测 ：agent(abstract)

Journal ref Found Phys 55, 77 (2025)

Strategyproof Facility Location for Five Agents on a Circle using PCD

Ido Farjoun, Reshef Meir

专题命中 Agent评测 ：agent(abstract)

Adversarial Reinforcement Learning for Robust Control of Fixed-Wing Aircraft under Model Uncertainty

Dennis J. Marquis, Blake Wilhelm, Devaprakash Muniraj, Mazen Farhood

专题命中 Agent评测 ：agent(abstract)

Collective Experimentation with Correlated Payoffs

Kailin Chen

专题命中 Agent评测 ：agent(abstract)

RefAtomNet++: Advancing Referring Atomic Video Action Recognition using Semantic Retrieval based Multi-Trajectory Mamba

Kunyu Peng, Di Wen, Jia Fu, Jiamin Wu, Kailun Yang, Junwei Zheng, Ruiping Liu, Yufan Chen, Yuqian Fu, Danda Pani Paudel, Luc Van Gool, Rainer Stiefelhagen

机构 * Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology（人机化研究所，卡尔斯鲁厄技术大学） ； RISE Research Institutes of Sweden（瑞典RISE研究机构） ； KTH Royal Institute of Technology（皇家理工学院） ； School of Artificial Intelligence and Robotics（人工智能与机器人学院） ； National Engineering Research Center of Robot Visual Perception and Control Technology（机器人视觉感知与控制技术国家工程研究中心） ； Chinese University of Hong Kong（香港中文大学） ； Shanghai AI Lab（上海人工智能实验室） 纠错

专题命中 Agent评测 ：agent(abstract)

Comments Extended version of ECCV 2024 paper arXiv:2407.01872. The dataset and code are released at https://github.com/KPeng9510/refAVA2

Challenges, Advances, and Evaluation Metrics in Medical Image Enhancement: A Systematic Literature Review

Chun Wai Chin, Haniza Yazid, Hoi Leong Lee

专题命中 Agent评测 ：planning(abstract)

Context-Based Meta Reinforcement Learning for Robust and Adaptable Peg-in-Hole Assembly Tasks

Ahmed Shokry, Walid Gomaa, Tobias Zaenker, Murad Dawood, Rohit Menon, Shady A. Maged, Mohammed I. Awad, Maren Bennewitz

机构 * Humanoid Robots Lab and Center for Robotics, University of Bonn, Germany（波恩大学人形机器人实验室和机器人中心） ； Lamarr Institute for Machine Learning and Artificial Intelligence, Bonn, Germany（波恩大学拉马尔人工智能与机器学习研究所） ； Cyber Physical Systems Lab, Egypt Japan University of Science and Technology, Alexandria, Egypt（埃及日本科学技术大学网络物理系统实验室） ； Faculty of Engineering, Alexandria University, Alexandria, Egypt（亚历山大大学工程学院） ； Mechatronics Department, Ain Shams University, Cairo, Egypt（亚历山大大学机电系） 纠错

专题命中 Agent评测 ：agent(abstract)

Surrogate Modeling and Control of Medical Digital Twins

Luis L. Fonseca, Lucas Böttcher, Borna Mehrad, Reinhard C. Laubenbacher

专题命中 Agent评测 ：agent(abstract)

Comments 50 pages, 4 figures, 22 supplementary figures

Journal ref PLoS Comput. Biol. 21(1): e1012138. (2025)