AI Agent

Graph-Based Imitation and Reinforcement Learning for Efficient Benders Decomposition

Bernard T. Agyeman, Zhe Li, Ilias Mitrai, Prodromos Daoutidis

专题命中 规划决策 ：agent(abstract)

Measuring the Hidden Cost of Data Valuation through Collective Disclosure

Patrick Mesana, Gilles Caporossi, Sebastien Gambs

专题命中 规划决策 ：agent(abstract)

Whole-Body Control Framework for Humanoid Robots with Heavy Limbs: A Model-Based Approach

Tianlin Zhang, Linzhu Yue, Hongbo Zhang, Lingwei Zhang, Xuanqi Zeng, Zhitao Song, Yun-Hui Liu

机构 * Department of Mechanical and Automation Engineering（机械与自动化工程系） 纠错

专题命中 规划决策 ：planning(abstract)

Less is More: Contextual Sampling for Nonlinear Data-Driven Predictive Control

Julius Beerwerth, Bassam Alrifaee

机构 * Department of Aerospace Engineering, University of the Bundeswehr Munich（联邦国防军 Munich 工程学院航空航天系） 纠错

专题命中 规划决策 ：planning(abstract)

Comments Submitted to ECC 2026 on November 14, 2025

CAMAR: Continuous Actions Multi-Agent Routing

Artem Pshenitsyn, Aleksandr Panov, Alexey Skrynnik

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

Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction

Quanjiang Guo, Sijie Wang, Jinchuan Zhang, Ben Zhang, Zhao Kang, Ling Tian, Ke Yan

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

Comments 11 pages, 5 figures, accepted by AAAI 2026 (Oral)

Multi-Agent Reinforcement Learning for Heterogeneous Satellite Cluster Resources Optimization

Mohamad A. Hady, Siyi Hu, Mahardhika Pratama, Zehong Cao, Ryszard Kowalczyk

机构 * STEM, University of South Australia（南澳大利亚大学STEM学院） ； School of Electrical Engineering, Computing and Mathematical Sciences (EECMS), Curtin University（Curtin大学电气工程、计算与数学科学学院） ； Systems Research Institute,Polish Academy of Sciences（波兰科学院系统研究所） 纠错

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

EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation

Biao Yi, Xavier Hu, Yurun Chen, Shengyu Zhang, Hongxia Yang, Fan Wu

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

Comments Accepted by AAAI 2026

LLM-based Multi-Agent System for Simulating Strategic and Goal-Oriented Data Marketplaces

Jun Sashihara, Yukihisa Fujita, Kota Nakamura, Masahiro Kuwahara, Teruaki Hayashi

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

Comments 10 pages, 12 figures

Knots: A Large-Scale Multi-Agent Enhanced Expert-Annotated Dataset and LLM Prompt Optimization for NOTAM Semantic Parsing

Maoqi Liu, Quan Fang, Yang Yang, Can Zhao, Kaiquan Cai

机构 * Beijing University of Posts and Telecommunications（北京邮电大学） ； Beihang University（北航） ； State Key Laboratory of CNS/ATM（国家空管流量管理技术实验室） ； Aviation Data Communication Corporation（航空数据通信公司） 纠错

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

Comments Accepted to Advanced Engineering Informatics

Goal-Oriented Multi-Agent Reinforcement Learning for Decentralized Agent Teams

Hung Du, Hy Nguyen, Srikanth Thudumu, Rajesh Vasa, Kon Mouzakis

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

Comments Accepted poster at the IEEE Consumer Communications & Networking Conference (CCNC) 2026

Multi-Agent Multimodal Large Language Model Framework for Automated Interpretation of Fuel Efficiency Analytics in Public Transportation

Zhipeng Ma, Ali Rida Bahja, Andreas Burgdorf, André Pomp, Tobias Meisen, Bo Nørregaard Jørgensen, Zheng Grace Ma

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

Journal ref Applied Sciences, 2025, 15(21), 11619

Local Guidance for Configuration-Based Multi-Agent Pathfinding

Tomoki Arita, Keisuke Okumura

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

Comments To be presented at AAAI-26

Multi-Agent Collaborative Fuzzing with Continuous Reflection for Smart Contracts Vulnerability Detection

Jie Chen, Liangmin Wang

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

From Single to Societal: Analyzing Persona-Induced Bias in Multi-Agent Interactions

Jiayi Li, Xiao Liu, Yansong Feng

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

Comments AAAI-2026

MALBO: Optimizing LLM-Based Multi-Agent Teams via Multi-Objective Bayesian Optimization

Antonio Sabbatella

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

Comments Master's Thesis, University of Milano-Bicocca, 2025

On the Internal Stability of Diffusively Coupled Multi-Agent Systems and the Dangers of Cancel Culture

Gal Barkai, Leonid Mirkin, Daniel Zelazo

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

Comments 9 pages, 3 figure, accepted for publication by Automatica

Market-Dependent Communication in Multi-Agent Alpha Generation

Jerick Shi, Burton Hollifield

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

Fair Multi-agent Persuasion with Submodular Constraints

Yannan Bai, Kamesh Munagala, Yiheng Shen, Davidson Zhu

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

Agent-Oriented Visual Programming for the Web of Things

Samuele Burattini, Alessandro Ricci, Simon Mayer, Danai Vachtsevanou, Jeremy Lemee, Andrei Ciortea, Angelo Croatti

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

Comments Accepted and presented at the 10th International Workshop on Engineering Multi-Agent Systems (EMAS 2022), 9-10 May 2022, Auckland, New Zealand

DIAP: A Decentralized Agent Identity Protocol with Zero-Knowledge Proofs and a Hybrid P2P Stack

Yuanjie Liu, Wenpeng Xing, Ye Zhou, Gaowei Chang, Changting Lin, Meng Han

机构 * Binjiang Institute of Zhejiang University（浙江大学滨江学院） ； ANP Open Source Community（ANP开源社区） ； Zhejiang University（浙江大学） 纠错

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

Sparse stabilization of mean-field agent dynamics through a three-operator splitting method

Giacomo Albi, Dante Kalise, Chiara Segala, Franco Zivcovich

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

Riemannian Manifold Learning for Stackelberg Games with Neural Flow Representations

Larkin Liu, Kashif Rasul, Yutong Chao, Jalal Etesami

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

Comments Stackelberg games. Manifold learning. Online learning

Structured Imitation Learning of Interactive Policies through Inverse Games

Max M. Sun, Todd Murphey

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

Comments Presented at the "Workshop on Generative Modeling Meets Human-Robot Interaction" at Robotics: Science and Systems 2025. Workshop website: https://sites.google.com/view/gai-hri/

Machine learning-based cloud resource allocation algorithms: a comprehensive comparative review

Deep Bodra, Sushil Khairnar

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

Journal ref Front. Comput. Sci. 7:1678976 (2025)

Sensing-enabled Secure Rotatable Array System Enhanced by Multi-Layer Transmitting RIS

Maolin Li, Feng Shu, Minghao Chen, Cunhua Pan, Fuhui Zhou, Yongpeng Wu, Liang Yang

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

Green Emergency Communications in RIS- and MA-Assisted Multi-UAV SAGINs: A Partially Observable Reinforcement Learning Approach

Liangshun Wu, Wen Chen, Shunqing Zhang, Yajun Wang, Kunlun Wang

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

Properties of zero-determinant strategies in multichannel games

Masahiko Ueda

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

Comments 18 pages, 1 figure

Journal ref Applied Mathematics and Computation 514, 129835 (2026)

Conflict-Free Flight Scheduling Using Strategic Demand Capacity Balancing for Urban Air Mobility Operations

Vahid Hemmati, Yonas Ayalew, Ahmad Mohammadi, Reza Ahmari, Parham Kebria, Abdollah Homaifar, Mehrdad Saif

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

Adaptively Coordinating with Novel Partners via Learned Latent Strategies

Benjamin Li, Shuyang Shi, Lucia Romero, Huao Li, Yaqi Xie, Woojun Kim, Stefanos Nikolaidis, Michael Lewis, Katia Sycara, Simon Stepputtis

机构 * Carnegie Mellon University（卡内基梅隆大学） ； University of Pittsburgh（匹兹堡大学） ； University of Southern California（南加州大学） ； Virginia Tech（弗吉尼亚理工学院） 纠错

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

Comments Accepted to NeurIPS 2025