AI Agent

2509.20911 2025-10-23 cs.CE 50%

Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting

Zinan Zheng, Yang Liu, Jia Li

专题命中规划决策：planning(abstract)

Comments NeurIPS 2025 main track

2506.09447 2025-10-23 eess.SY cs.SY 50%

Optimization and Control Technologies for Renewable-Dominated Hydrogen-Blended Integrated Gas-Electricity System: A Review

Wenxin Liu, Jiakun Fang, Shichang Cui, Zhiyao Zhong, Iskandar Abdullaev, Suyang Zhou, Xiaomeng Ai, Jinyu Wen

专题命中规划决策：planning(abstract)

Comments Accepted by CSEE Journal of Power and Energy Systems in Oct. 2025

2505.14267 2025-10-23 eess.SY cs.SY 50%

A Data-Driven Method to Identify Major Contributors to Low-Frequency Oscillations

Youhong Chen, Debraj Bhattacharjee, Balarko Chaudhuri

专题命中规划决策：planning(abstract)

Comments 10 pages, 11 figures, Journal paper.Submitted to IEEE Transactions on Power System

2504.09652 2025-10-23 cs.CR 50%

Bridging Immutability with Flexibility: A Scheme for Secure and Efficient Smart Contract Upgrades

Tahrim Hossain, Sakib Hassan, Faisal Haque Bappy, Muhammad Nur Yanhaona, Tarannum Shaila Zaman, Tariqul Islam

专题命中规划决策：planning(abstract)

2510.17830 2025-10-23 physics.app-ph cs.AI 89%

Multi-Agent Design Assistant for the Simulation of Inertial Fusion Energy

Meir H. Shachar, Dane M. Sterbentz, Harshitha Menon, Charles F. Jekel, M. Giselle Fernández-Godino, Nathan K. Brown, Ismael D. Boureima, Yue Hao, Kevin Korner, Robert Rieben, Daniel A. White, William J. Schill, Jonathan L. Belof

机构 * Sandia National Laboratories（桑迪亚国家实验室）； Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室）

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

Comments Corrected the author's list metadata to match that found in the paper

2510.18893 2025-10-23 cs.DC cs.AI cs.SE 88%

CodeCRDT: Observation-Driven Coordination for Multi-Agent LLM Code Generation

Sergey Pugachev

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.SE

Comments 11 pages, 3 figures

2510.19438 2025-10-23 cs.SE 88%

AutoMT: A Multi-Agent LLM Framework for Automated Metamorphic Testing of Autonomous Driving Systems

Linfeng Liang, Chenkai Tan, Yao Deng, Yingfeng Cai, T. Y Chen, Xi Zheng

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.SE

2507.15268 2025-10-23 cs.AI cs.MA 88%

IM-Chat: A Multi-agent LLM Framework Integrating Tool-Calling and Diffusion Modeling for Knowledge Transfer in Injection Molding Industry

Junhyeong Lee, Joon-Young Kim, Heekyu Kim, Inhyo Lee, Seunghwa Ryu

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

2409.03811 2025-10-23 cs.MA cs.AI 88%

PARCO: Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization

Federico Berto, Chuanbo Hua, Laurin Luttmann, Jiwoo Son, Junyoung Park, Kyuree Ahn, Changhyun Kwon, Lin Xie, Jinkyoo Park

机构 * KAIST（韩国科学技术院）； Omelet ； Radical Numerics ； Leuphana University（莱普大学）； Brandenburg University of Technology（勃兰登堡技术大学）

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

Comments Accepted at NeurIPS 2025

2510.19232 2025-10-23 eess.SY cs.SY 88%

Spatiotemporal Tubes based Control of Unknown Multi-Agent Systems for Temporal Reach-Avoid-Stay Tasks

Ahan Basu, Ratnangshu Das, Pushpak Jagtap

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

2510.19107 2025-10-23 cs.CY physics.soc-ph 88%

When Your AI Agent Succumbs to Peer-Pressure: Studying Opinion-Change Dynamics of LLMs

Aliakbar Mehdizadeh, Martin Hilbert

专题命中多智能体：agent(title,abstract)；AI agent(title)；multi-agent(abstract)

2510.18179 2025-10-23 cs.MA 88%

Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning

Rui Jerry Huang, Wendy Liu, Anastasia Miin, Lei Ding

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

Comments 13 pages, 8 figures. Accepted for presentation at the 5th Workshop on Mathematical Reasoning and AI at NeurIPS 2025

2510.19150 2025-10-23 cs.CV cs.AI cs.LG 73%

X-Ego: Acquiring Team-Level Tactical Situational Awareness via Cross-Egocentric Contrastive Video Representation Learning

Yunzhe Wang, Soham Hans, Volkan Ustun

机构 * University of Southern California（南加州大学）； USC Institute for Creative Technologies（USC创意技术研究所）

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

Comments 8 pages, 5 figures

2510.19199 2025-10-23 cs.LG math.OC 70%

A Communication-Efficient Decentralized Actor-Critic Algorithm

Xiaoxing Ren, Nicola Bastianello, Thomas Parisini, Andreas A. Malikopoulos

机构 * Cornell University（康奈尔大学）； KTH Royal Institute of Technology（皇家理工学院）； Imperial College London（伦敦帝国学院）； Aalborg University（奥尔堡大学）； University of Trieste（特伦托大学）

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

2503.07376 2025-10-23 eess.SY cs.RO cs.SY 67%

AttentionSwarm: Reinforcement Learning with Attention Control Barier Function for Crazyflie Drones in Dynamic Environments

Grik Tadevosyan, Valerii Serpiva, Aleksey Fedoseev, Roohan Ahmed Khan, Demetros Aschu, Faryal Batool, Nickolay Efanov, Artem Mikhaylov, Dzmitry Tsetserukou

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学）； Intelligent Space Robotics Laboratory（智能空间机器人实验室）； Skolkovo Institute of Science and Technology（斯克尔科维科学与技术学院）； AI Center（人工智能中心）； Moscow Institute of Physics and Technology（莫斯科物理技术学院）

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

Comments 6 pages, 6 figures

2510.19086 2025-10-23 cs.HC cs.CY 50%

When Strings Tug at Algorithm: Human-AI Sovereignty and Entanglement in Nomadic Improvisational Music Performance as a Decolonial Exploration

Joshua Nijiati Alimujiang

专题命中多智能体：workflow(abstract)

Comments 14 pages, 5 figures

2505.23686 2025-10-23 cs.AI cs.MA 70%

ROTATE: Regret-driven Open-ended Training for Ad Hoc Teamwork

Caroline Wang, Arrasy Rahman, Jiaxun Cui, Yoonchang Sung, Peter Stone

机构 * Department of Computer Science（计算机科学系）； The University of Texas at Austin（德克萨斯大学奥斯汀分校）； College of Computing and Data Science（计算与数据科学学院）； Nanyang Technological University（南洋理工大学）

专题命中工作流自动化：agent(abstract)；multi-agent(abstract)；分类 cs.AI

2510.19303 2025-10-23 cs.CR cs.AI cs.LG cs.MA cs.SE 67%

Collaborative penetration testing suite for emerging generative AI algorithms

Petar Radanliev

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

Journal ref Appl Intell 55, 1030 (2025)

2510.19227 2025-10-23 cs.CY 67%

A Design Science Blueprint for an Orchestrated AI Assistant in Doctoral Supervision

Teo Susnjak, Timothy R. McIntosh, Tong Liu, Paul Watters

专题命中工作流自动化：workflow(abstract)；agentic(abstract)

2506.08800 2025-10-23 cs.AI cs.CL 62%

Measuring Data Science Automation: A Survey of Evaluation Tools for AI Assistants and Agents

Irene Testini, José Hernández-Orallo, Lorenzo Pacchiardi

机构 * Leverhulme Centre for the Future of Intelligence, University of Cambridge, UK（未来智能研究中心、剑桥大学）； Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Politècnica de València, Spain（瓦伦西亚人工智能研究 institutes (VRAIN)、瓦伦西亚理工大学）

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

Comments Published in Transactions of Machine Learning Research (TMLR), 10/2025 https://openreview.net/forum?id=MB0TCLfLn1

2510.19348 2025-10-23 cs.LG 57%

A Markov Decision Process for Variable Selection in Branch & Bound

Paul Strang, Zacharie Alès, Côme Bissuel, Olivier Juan, Safia Kedad-Sidhoum, Emmanuel Rachelson

机构 * EDF R&D（EDF研发部）； CNAM Paris（CNAM巴黎分校）； ENSTA IP Paris（ENSTA IP巴黎分校）； ISAE-SUPAERO

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2510.19656 2025-10-23 cs.HC 50%

Sentiment Analysis of Social Media Data for Predicting Consumer Behavior Trends Using Machine Learning

S M Rakib Ul Karim, Rownak Ara Rasul, Tunazzina Sultana

专题命中工作流自动化：workflow(abstract)

Comments 21 pages, 10 figures, conference

2510.19088 2025-10-23 physics.chem-ph 50%

Predicting Spectroscopic Properties of Solvated Nile Red with Automated Workflows for Machine Learned Interatomic Potentials

Jacob Eller, Nicholas D. M. Hine

专题命中工作流自动化：workflow(abstract)

Comments 12 pages, 3 figures

2510.19051 2025-10-23 physics.comp-ph cond-mat.mtrl-sci cond-mat.soft 50%

Machine-learned domain partitioning for computationally efficient coupling of continuum and particle simulations of membrane fabrication

Matthias Busch, Gregor Häfner, Jiayu Xie, Marius Tacke, Marcus Müller, Christian J. Cyron, Roland C. Aydin

专题命中工作流自动化：workflow(abstract)

2507.04211 2025-10-23 astro-ph.SR astro-ph.IM 50%

Siberian radioheliograph image classification using ensemble of CLIP, EfficientNet and CatBoost models

Yaroslav Egorov

专题命中工作流自动化：workflow(abstract)

2412.01000 2025-10-23 eess.SY cs.SY 50%

Characterizing and Modeling AI-Driven Animal Ecology Studies at the Edge

Jenna Kline, Austin O'Quinn, Tanya Berger-Wolf, Christopher Stewart

专题命中工作流自动化：workflow(abstract)

Journal ref 2024 IEEE/ACM Symposium on Edge Computing (SEC)

2411.17340 2025-10-23 math.AT cs.CV 50%

Vectorization of Persistence Diagrams for Topological Data Analysis in R and Python Using TDAvec Package

Aleksei Luchinsky, Umar Islambekov

机构 * Bowling Green State University（博伊尔格林州立大学）

专题命中工作流自动化：workflow(abstract)

Comments 9 pages, 3 figures, 3 tables; minor changes: two more vectorizations are described

2510.19747 2025-10-23 cs.SE 70%

Review of Tools for Zero-Code LLM Based Application Development

Priyaranjan Pattnayak, Hussain Bohra

专题命中软件智能体：autonomous agent(abstract)；workflow(abstract)；分类 cs.SE

Comments Accepted in 6th World Conference on Artificial Intelligence: Advances and Applications (WCAIAA 2025)

2510.19799 2025-10-23 cs.CY cs.AI cs.HC cs.LG cs.SE econ.GN q-fin.EC 67%

Integrating Transparent Models, LLMs, and Practitioner-in-the-Loop: A Case of Nonprofit Program Evaluation

Ji Ma, Albert Casella

机构 * LBJ School of Public Affairs, The University of Texas at Austin（德克萨斯大学奥斯汀分校劳伦斯·伯克曼公共事务学院）； Gradel Institute of Charity, University of Oxford（牛津大学格拉德利慈善研究所）； Michael & Susan Dell Foundation（迈克尔与苏珊·德尔基金会）

专题命中软件智能体：workflow(abstract)；分类 cs.AI、cs.LG、cs.SE

2510.19002 2025-10-23 cs.GT cs.LG econ.TH math.OC 57%

Impartial Selection with Predictions

Javier Cembrano, Felix Fischer, Max Klimm

专题命中软件智能体：agent(abstract)；分类 cs.LG

1. 规划决策 30 篇

Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting

Optimization and Control Technologies for Renewable-Dominated Hydrogen-Blended Integrated Gas-Electricity System: A Review

A Data-Driven Method to Identify Major Contributors to Low-Frequency Oscillations

Bridging Immutability with Flexibility: A Scheme for Secure and Efficient Smart Contract Upgrades

2. 多智能体 12 篇

Multi-Agent Design Assistant for the Simulation of Inertial Fusion Energy

CodeCRDT: Observation-Driven Coordination for Multi-Agent LLM Code Generation

AutoMT: A Multi-Agent LLM Framework for Automated Metamorphic Testing of Autonomous Driving Systems

IM-Chat: A Multi-agent LLM Framework Integrating Tool-Calling and Diffusion Modeling for Knowledge Transfer in Injection Molding Industry

PARCO: Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization

Spatiotemporal Tubes based Control of Unknown Multi-Agent Systems for Temporal Reach-Avoid-Stay Tasks

When Your AI Agent Succumbs to Peer-Pressure: Studying Opinion-Change Dynamics of LLMs

Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning

X-Ego: Acquiring Team-Level Tactical Situational Awareness via Cross-Egocentric Contrastive Video Representation Learning

A Communication-Efficient Decentralized Actor-Critic Algorithm

AttentionSwarm: Reinforcement Learning with Attention Control Barier Function for Crazyflie Drones in Dynamic Environments

When Strings Tug at Algorithm: Human-AI Sovereignty and Entanglement in Nomadic Improvisational Music Performance as a Decolonial Exploration

3. 工作流自动化 11 篇

ROTATE: Regret-driven Open-ended Training for Ad Hoc Teamwork

Collaborative penetration testing suite for emerging generative AI algorithms

A Design Science Blueprint for an Orchestrated AI Assistant in Doctoral Supervision

Measuring Data Science Automation: A Survey of Evaluation Tools for AI Assistants and Agents

A Markov Decision Process for Variable Selection in Branch & Bound

Sentiment Analysis of Social Media Data for Predicting Consumer Behavior Trends Using Machine Learning

Predicting Spectroscopic Properties of Solvated Nile Red with Automated Workflows for Machine Learned Interatomic Potentials

Machine-learned domain partitioning for computationally efficient coupling of continuum and particle simulations of membrane fabrication

Siberian radioheliograph image classification using ensemble of CLIP, EfficientNet and CatBoost models

Characterizing and Modeling AI-Driven Animal Ecology Studies at the Edge

Vectorization of Persistence Diagrams for Topological Data Analysis in R and Python Using TDAvec Package

4. 软件智能体 3 篇

Review of Tools for Zero-Code LLM Based Application Development

Integrating Transparent Models, LLMs, and Practitioner-in-the-Loop: A Case of Nonprofit Program Evaluation

Impartial Selection with Predictions