AI Agent

From Solo to Symphony: Orchestrating Multi-Agent Collaboration with Single-Agent Demos

Xun Wang, Zhuoran Li, Yanshan Lin, Hai Zhong, Longbo Huang

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

Controlling Performance and Budget of a Centralized Multi-agent LLM System with Reinforcement Learning

Bowen Jin, TJ Collins, Donghan Yu, Mert Cemri, Shenao Zhang, Mengyu Li, Jay Tang, Tian Qin, Zhiyang Xu, Jiarui Lu, Guoli Yin, Jiawei Han, Zirui Wang

机构 * University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Apple（苹果公司） ； University of California, Berkeley（加州大学伯克利分校） ； Northwestern University（西北大学） ； Harvard University（哈佛大学） ； Virginia Tech（弗吉尼亚理工大学） 纠错

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

Comments 14 pages

A Multi-Agent Psychological Simulation System for Human Behavior Modeling

Xiangen Hu, Jiarui Tong, Sheng Xu

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

Tool-to-Agent Retrieval: Bridging Tools and Agents for Scalable LLM Multi-Agent Systems

Elias Lumer, Faheem Nizar, Anmol Gulati, Pradeep Honaganahalli Basavaraju, Vamse Kumar Subbiah

机构 * PricewaterhouseCoopers U.S.A.（普华永道美国公司） 纠错

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

H-NeiFi: Non-Invasive and Consensus-Efficient Multi-Agent Opinion Guidance

Shijun Guo, Haoran Xu, Yaming Yang, Ziyu Guan, Wei Zhao, Xinyi Zhang, Yishan Song

机构 * Xidian University（西安电子科技大学） ； SUN YAT-SEN UNIVERSITY（中山大学） ； The Chinese University of Hong Kong（香港中文大学） 纠错

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

Stochastic Redistribution of Indistinguishable Items in Shared Habitation: A Multi-Agent Simulation Framework

Syed Haseeb Shah

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

Strategic Communication and Language Bias in Multi-Agent LLM Coordination

Alessio Buscemi, Daniele Proverbio, Alessandro Di Stefano, The Anh Han, German Castignani, Pietro Liò

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

JaxMARL-HFT: GPU-Accelerated Large-Scale Multi-Agent Reinforcement Learning for High-Frequency Trading

Valentin Mohl, Sascha Frey, Reuben Leyland, Kang Li, George Nigmatulin, Mihai Cucuringu, Stefan Zohren, Jakob Foerster, Anisoara Calinescu

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

Comments Code available at: https://github.com/vmohl/JaxMARL-HFT

Journal ref 6th ACM International Conference on AI in Finance (ICAIF '25), November 15-18, 2025, Singapore, Singapore. ACM, New York, NY, USA, 9 pages

EmoDebt: Bayesian-Optimized Emotional Intelligence for Strategic Agent-to-Agent Debt Recovery

Yunbo Long, Yuhan Liu, Liming Xu, Alexandra Brintrup

机构 * Department of Engineering, University of Cambridge（剑桥大学工程系） ； Rotman School of Management, University of Toronto（多伦多大学罗特曼管理学院） ； The Alan Turing Institute（艾伦·图灵研究所） 纠错

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

Optimal flock formation induced by agent heterogeneity

Arthur N. Montanari, Ana Elisa D. Barioni, Chao Duan, Adilson E. Motter

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

Journal ref Nature Communications 16, 9626 (2025)

Towards Stable and Personalised Profiles for Lexical Alignment in Spoken Human-Agent Dialogue

Keara Schaaij, Roel Boumans, Tibor Bosse, Iris Hendrickx

机构 * Centre for Language Studies, Centre for Language and Speech Technology, Radboud University,Nijmegen, The Netherlands（语言研究所以及语言与语音技术中心，拉德堡德大学，尼姆egen，荷兰） ； Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands（行为科学研究所，拉德堡德大学，尼姆egen，荷兰） 纠错

专题命中 多智能体 ：agent(title,abstract)；分类 cs.CL

Comments This preprint has not undergone peer review or any post-submission improvements or corrections. The Version of Record of this contribution is published in TSD 2025. Lecture Notes in Computer Science, vol 16029

FRASA: An End-to-End Reinforcement Learning Agent for Fall Recovery and Stand Up of Humanoid Robots

Clément Gaspard, Marc Duclusaud, Grégoire Passault, Mélodie Daniel, Olivier Ly

机构 * Univ. Bordeaux, CNRS, LaBRI, UMR 5800（波尔多大学、国家科学研究中心、LaBRI、UMR 5800） 纠错

专题命中 多智能体 ：agent(title,abstract)

Co-Evolving Complexity: An Adversarial Framework for Automatic MARL Curricula

Brennen Hill

机构 * Department of Computer Science University of Wisconsin-Madison（计算机科学系 明尼苏达大学） 纠错

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

Comments Published in the proceedings of the 39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop: Scaling Environments for Agents (SEA)

Rethinking Bimanual Robotic Manipulation: Learning with Decoupled Interaction Framework

Jian-Jian Jiang, Xiao-Ming Wu, Yi-Xiang He, Ling-An Zeng, Yi-Lin Wei, Dandan Zhang, Wei-Shi Zheng

机构 * School of Computer Science and Engineering, Sun Yat-sen University, China（中山大学计算机科学与工程学院） ； Peng Cheng Laboratory, China（鹏城实验室） ； Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, China（教育部人工智能与先进计算重点实验室） ； Guangdong Province Key Laboratory of Information Security Technology, China（广东省信息安全技术重点实验室） ； Imperial-X Initiative and Department of Bioengineering, Imperial College London, U.K.（帝国理工学院生物工程系） 纠错

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

Comments 15 pages, 8 figures

Distributed Nonconvex Optimization with Double Privacy Protection and Exact Convergence

Zichong Ou, Dandan Wang, Zixuan Liu, Jie Lu

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

Comments 33 pages, 3 figures

Online Distributed Zeroth-Order Optimization With Non-Zero-Mean Adverse Noises

Yanfu Qin, Kaihong Lu

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

Adaptive Cooperative Transmission Design for Ultra-Reliable Low-Latency Communications via Deep Reinforcement Learning

Hyemin Yu, Hong-Chuan Yang

机构 * University of Victoria（维多利亚大学） 纠错

专题命中 多智能体 ：agent(abstract)；分类 cs.AI

Comments Accepted at the AI4NextG Workshop, NeurIPS 2025

ZJUNlict Extended Team Description Paper 2025

Zifei Wu, Lijie Wang, Zhe Yang, Shijie Yang, Liang Wang, Haoran Fu, Yinliang Cai, Rong Xiong

机构 * State Key Lab. of Industrial Control Technology（工业控制技术国家重点实验室） ； Zhejiang University（浙江大学） 纠错

专题命中 多智能体 ：planning(abstract)

Can Like Attract Like? A Study of Homonymous Gathering in Networks

Stéphane Devismes, Yoann Dieudonné, Arnaud Labourel

专题命中 多智能体 ：agent(abstract)

A charge-density machine-learning workflow for computing the infrared spectrum of molecules

Suman Hazra, Urvesh Patil, Stefano Sanvito

专题命中 工作流自动化 ：workflow(title,abstract)

Journal ref J. Chem. Phys. 163, 174104 (2025)

Demo: Statistically Significant Results On Biases and Errors of LLMs Do Not Guarantee Generalizable Results

Jonathan Liu, Haoling Qiu, Jonathan Lasko, Damianos Karakos, Mahsa Yarmohammadi, Mark Dredze

机构 * Princeton University（普林斯顿大学） ； RTX BBN Technologies（RTX BBN技术公司） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

专题命中 工作流自动化 ：agentic(abstract)；分类 cs.AI、cs.CL、cs.LG

Deep Ideation: Designing LLM Agents to Generate Novel Research Ideas on Scientific Concept Network

Keyu Zhao, Weiquan Lin, Qirui Zheng, Fengli Xu, Yong Li

机构 * Department of Electronic Engineering, Tsinghua University（清华大学电子工程系） ； Artificial Intelligence Academy, Xidian University（西安电子科技大学人工智能学院） 纠错

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

Comments 23 pages, 5 figures

Quantum Network-Based Prediction of Cancer Driver Genes

Patricia Marques, Andreas Wichert, Duarte Magano, Bruno Coutinho

专题命中 工作流自动化 ：workflow(abstract)

Comments 13 pages, 5 figures

GS-Verse: Mesh-based Gaussian Splatting for Physics-aware Interaction in Virtual Reality

Anastasiya Pechko, Piotr Borycki, Joanna Waczyńska, Daniel Barczyk, Agata Szymańska, Sławomir Tadeja, Przemysław Spurek

机构 * Jagiellonian University（雅盖隆大学） ； University of Cambridge（剑桥大学） ； IDEAS Research Institute（IDEAS研究所） 纠错

专题命中 工作流自动化 ：workflow(abstract)

An Experimental Comparison of Alternative Techniques for Event-Log Augmentation

Alessandro Padella, Francesco Vinci, Massimiliano de Leoni

专题命中 工作流自动化 ：workflow(abstract)

Program Synthesis Dialog Agents for Interactive Decision-Making

Matthew Toles, Nikhil Balwani, Rattandeep Singh, Valentina Giulia Sartori Rodriguez, Zhou Yu

机构 * Columbia University（哥伦比亚大学） ； Amazon（亚马逊） ； Sciences Po Paris（巴黎社会科学高等研究院） 纠错

专题命中 软件智能体 ：agent(abstract)；planning(abstract)；分类 cs.AI

Reset & Distill: A Recipe for Overcoming Negative Transfer in Continual Reinforcement Learning

Hongjoon Ahn, Jinu Hyeon, Youngmin Oh, Bosun Hwang, Taesup Moon

机构 * Department of Electrical and Computer Engineering (ECE), Seoul National University（电子与计算机工程系，首尔国立大学） ； Interdisciplinary Program in Artificial Intelligence (IPAI), Seoul National University（人工智能交叉计划，首尔国立大学） ； Samsung Advanced Institute of Technology（三星先进技术研究所） 纠错

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

QiMeng-NeuComBack: Self-Evolving Translation from IR to Assembly Code

Hainan Fang, Yuanbo Wen, Jun Bi, Yihan Wang, Tonghui He, Yanlin Tang, Di Huang, Jiaming Guo, Rui Zhang, Qi Guo, Yunji Chen

机构 * State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China（中国科学院计算技术研究所处理器重点实验室，北京，中国） ； University of Chinese Academy of Sciences, Beijing, China（中国科学院大学，北京，中国） 纠错

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

Comments Accepted at NeurIPS 2025

Adv-BMT: Bidirectional Motion Transformer for Safety-Critical Traffic Scenario Generation

Yuxin Liu, Zhenghao Peng, Xuanhao Cui, Bolei Zhou

机构 * University of California, Los Angeles（加州大学洛杉矶分校） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Agentic AI for Mobile Network RAN Management and Optimization

Jorge Pellejero, Luis A. Hernández Gómez, Luis Mendo Tomás, Zoraida Frias Barroso

专题命中 GUI与网页智能体 ：agentic(title,abstract)；agent(abstract)；AI agent(abstract)；tool use(abstract)