AI Agent

AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions

Tianjiao Zhao, Jingrao Lyu, Stokes Jones, Harrison Garber, Stefano Pasquali, Dhagash Mehta

机构 * BlackRock, Inc.（BlackRock公司） 纠错

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

Smooth Games of Configuration in the Linear-Quadratic Setting

Jesse Milzman, Jeffrey Mao, Giuseppe Loianno

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

Embodied Edge Intelligence Meets Near Field Communication: Concept, Design, and Verification

Guoliang Li, Xibin Jin, Yujie Wan, Chenxuan Liu, Tong Zhang, Shuai Wang, Chengzhong Xu

机构 * Department of Computer and Information Science, University of Macau（计算机与信息科学系，澳门大学） ； School of Electronic and Information Engineering, South China University of Technology（电子与信息工程学院，华南理工大学） ； Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究所，中国科学院） ； Southern University of Science and Technology（南方科技大学） ； University of Chinese Academy of Sciences（中国科学院大学） ； Guangdong Provincial Key Laboratory of Aerospace Communication and Networking Technology, Harbin Institute of Technology（航空航天通信与网络技术省重点实验室，哈尔滨工业大学） ； National Mobile Communications Research Laboratory, Southeast University（移动通信研究中心，东南大学） 纠错

专题命中 多智能体 ：planning(abstract)

Comments 9 pages, 6 figures, to appear in IEEE Network

A Comprehensive Perspective on Explainable AI across the Machine Learning Workflow

George Paterakis, Andrea Castellani, George Papoutsoglou, Tobias Rodemann, Ioannis Tsamardinos

机构 * JADBio Gnosis DA S.A.（JADBio Gnosis DA公司） ； Honda Research Institute Europe（本田研究院欧洲分部） ； University of Crete（希腊克里特大学） 纠错

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

Comments Preprint. Currently under review at "Artificial Intelligence Review" journal

From Prompt to Pipeline: Large Language Models for Scientific Workflow Development in Bioinformatics

Khairul Alam, Banani Roy

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

Comments 46pages

A Feasibility Experiment on the Application of Predictive Coding to Instant Messaging Corpora

Thanasis Schoinas, Ghulam Qadir

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

Activate Me!: Designing Efficient Activation Functions for Privacy-Preserving Machine Learning with Fully Homomorphic Encryption

Nges Brian Njungle, Michel A. Kinsy

专题命中 工作流自动化 ：workflow(abstract)

Efficient GPU-Centered Singular Value Decomposition Using the Divide-and-Conquer Method

Shifang Liu, Huiyuan Li, Hongjiao Sheng, Haoyuan Gui, Xiaoyu Zhang

专题命中 工作流自动化 ：workflow(abstract)

Holistic Bioprocess Development Across Scales Using Multi-Fidelity Batch Bayesian Optimization

Adrian Martens, Mathias Neufang, Alessandro Butté, Moritz von Stosch, Antonio del Rio Chanona, Laura Marie Helleckes

专题命中 工作流自动化 ：workflow(abstract)

Comments 25 pages, 12 figures

High-Fidelity Data-Driven Dynamics Model for Reinforcement Learning-based Control in HL-3 Tokamak

Niannian Wu, Zongyu Yang, Rongpeng Li, Ning Wei, Yihang Chen, Qianyun Dong, Jiyuan Li, Guohui Zheng, Xinwen Gong, Feng Gao, Bo Li, Min Xu, Zhifeng Zhao, Wulyu Zhong

专题命中 软件智能体 ：agent(abstract)

Comments Accepted for publication in Communications Physics

LQG Information Design

Masaki Miyashita, Takashi Ui

专题命中 软件智能体 ：agent(abstract)

Intelligent Edge Resource Provisioning for Scalable Digital Twins of Autonomous Vehicles

Mohammad Sajid Shahriar, Suresh Subramaniam, Motoharu Matsuura, Hiroshi Hasegawa, Shih-Chun Lin

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

UI-Venus Technical Report: Building High-performance UI Agents with RFT

Zhangxuan Gu, Zhengwen Zeng, Zhenyu Xu, Xingran Zhou, Shuheng Shen, Yunfei Liu, Beitong Zhou, Changhua Meng, Tianyu Xia, Weizhi Chen, Yue Wen, Jingya Dou, Fei Tang, Jinzhen Lin, Yulin Liu, Zhenlin Guo, Yichen Gong, Heng Jia, Changlong Gao, Yuan Guo, Yong Deng, Zhenyu Guo, Liang Chen, Weiqiang Wang

专题命中 GUI与网页智能体 ：agent(abstract)；planning(abstract)

Investigating Sensors and Methods in Grasp State Classification in Agricultural Manipulation

Benjamin Walt, Jordan Westphal, Girish Krishnan

机构 * Department of Mechanical Engineering, University of Illinois at Urbana-Champaign（机械工程系，伊利诺伊大学厄巴纳-香槟分校） ； Department of Industrial and Enterprise Systems Engineering, University of Illinois at Urbana-Champaign（工业与企业系统工程系，伊利诺伊大学厄巴纳-香槟分校） 纠错

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

Hell or High Water: Evaluating Agentic Recovery from External Failures

Andrew Wang, Sophia Hager, Adi Asija, Daniel Khashabi, Nicholas Andrews

机构 * Johns Hopkins University（约翰霍普金斯大学） 纠错

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

Comments Accepted to COLM 2025

Scene Graph-Guided Proactive Replanning for Failure-Resilient Embodied Agent

Che Rin Yu, Daewon Chae, Dabin Seo, Sangwon Lee, Hyeongwoo Im, Jinkyu Kim

机构 * Korea University（韩国大学） ； KT (Korea Telecom) R&D Center（KT（韩国电信）研发中心） 纠错

专题命中 Agent评测 ：agent(title)；分类 cs.AI

SGSimEval: A Comprehensive Multifaceted and Similarity-Enhanced Benchmark for Automatic Survey Generation Systems

Beichen Guo, Zhiyuan Wen, Yu Yang, Peng Gao, Ruosong Yang, Jiaxing Shen

机构 * The Hong Kong Polytechnic University（香港理工大学） ； The Education University of Hong Kong（香港教育大学） ； China Mobile (Hong Kong) Innovation and Research Institute（中国移动（香港）创新与研究院） ； Lingnan University（岭南大学） 纠错

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

Comments Accepted to The 21st International Conference on Advanced Data Mining and Applications (ADMA2025)

DiCriTest: Testing Scenario Generation for Decision-Making Agents Considering Diversity and Criticality

Qitong Chu, Yufeng Yue, Danya Yao, Huaxin Pei

机构 * School of Automation, Beijing Institute of Technology（北京理工大学自动化学院） ； Department of Automation, Tsinghua University（清华大学自动化系） 纠错

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

Not There Yet: Evaluating Vision Language Models in Simulating the Visual Perception of People with Low Vision

Rosiana Natalie, Wenqian Xu, Ruei-Che Chang, Rada Mihalcea, Anhong Guo

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

Multimodal Quantitative Measures for Multiparty Behaviour Evaluation

Ojas Shirekar, Wim Pouw, Chenxu Hao, Vrushank Phadnis, Thabo Beeler, Chirag Raman

机构 * TU Delft（代尔夫特理工大学） ； Tilburg University（蒂尔堡大学） ； Google（谷歌公司） 纠错

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

RL-MoE: An Image-Based Privacy Preserving Approach In Intelligent Transportation System

Abdolazim Rezaei, Mehdi Sookhak, Mahboobeh Haghparast

机构 * Department of Computer Science Texas A\&M University Corpus Christi, USA（计算机科学系德克萨斯A&M大学科罗拉多州科罗拉多市） 纠错

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

On Approximate MMS Allocations on Restricted Graph Classes

Václav Blažej, Michał Dębski, Zbigniew Lonc, Marta Piecyk, Paweł Rzążewski

机构 * University of Warsaw（华沙大学） ； Warsaw University of Technology（华沙技术大学） ； CISPA Helmholtz Center for Information Security（CISPA海德堡中心 for 信息 security） 纠错

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

MetaAgents: Large Language Model Based Agents for Decision-Making on Teaming

Yuan Li, Lichao Sun, Yixuan Zhang

机构 * University of Cambridge（剑桥大学） ； Lehigh University（莱斯利大学） 纠错

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

Generating Dialogues from Egocentric Instructional Videos for Task Assistance: Dataset, Method and Benchmark

Lavisha Aggarwal, Vikas Bahirwani, Lin Li, Andrea Colaco

机构 * Google（谷歌） 纠错

专题命中 Agent评测 ：AI agent(abstract)