Multi-Agent Communication

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11 papers in the last four weeks, up 120% on the four weeks before. 0.1% of all new papers.

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  1. Beyond Final Accuracy: Auditing Communication in LLM Multi-Agent Systems

    Oct 1, 2026Shixuan Li, Wei Yang, Peiyu Zhang +3Multi-Agent CommunicationModel Auditing

    Ming Hsieh Department of Electrical and Computer Engineering University of Southern California, Los Angeles, CA 90089, USA · Thomas Lord Department of Computer Science University of Southern California, Los Angeles, CA 90089, USA

  2. HakiCC: LLM-Driven Multi-Agent Design and Optimization of Concurrency Control Protocols

    Oct 1, 2026Farzad Habibi, Juncheng Fang, Faisal NawabMulti-Agent CommunicationLarge Language Models(Llms

    University of California, Irvine

  3. Worse Together: How Performance Breaks Down in Multi-User Multi-Agent Teams

    Sep 30, 2026Sahan Paliskara, Nattaput Namchittai, Andrew LampinenMulti-Agent CoordinationMulti-Agent Communication

    Independent Researcher · Anthropic

  4. RAVEN: Receiver-Conditioned Action-Value Encoding for Finite-Alphabet Multi-Agent Communication

    Sep 29, 2026Shuwei Sun, Chenxi Wang, Jian Huang +2Goal-Conditioned Value FunctionMulti-Agent Communication

    Xi’an Jiaotong University Xi’an, China

  5. Attention-based Hierarchical Variational Information Bottleneck for Robust Multi-Agent Communication under Variable Bandwidth

    Sep 28, 2026Lukas Koch Vindbjerg, Qi Zhang, Yury Brodskiy +1Information BottleneckBandwidth Extension

    Department of Electrical and Computer Engineering, Aarhus University, Aarhus, Denmark · EIVA a/s, Denmark · DIGIT, Aarhus University, Aarhus, Denmark

  6. Emergence, Not Bandwidth: Physical Coupling and the Limits of Learned Multi-Agent Communication

    Sep 28, 2026Mihir Chauhan, Aniket BeraMulti-Agent Reinforcement LearningMulti-Agent Communication

    IDEAS Lab, Department of Computer Science Purdue University

  7. MATES: Learning Multi-Agent Interactions by Transforming Observations for Frozen Single-Agent Policies

    Sep 22, 2026Elie Abboud, Oren GalMulti-Agent Reinforcement LearningMulti-Agent Communication

    department of Marine Technologies, University of Haifa, Israel · Department of Marine Technologies, University of Haifa, Israel

  8. Bias Amplification in Multi-Agent Network: How Biased Agents Shape Opinions and Rhetoric

    Sep 16, 2026Omran Berjawi, Giuseppe Fenza, Rida KhatounMulti-Agent Large Language Model SystemsMulti-Agent Communication

    Institut Polytechnique de Paris, Télécom Paris, Palaiseau, France · University of Salerno, Fisciano, Italy

  9. Mo' Models, Mo' Problems: How to best select model pools when designing Multi-Agent Systems

    Sep 15, 2026Sara Vera Marjanović, Jiacheng Xu, Aleksandr Laptev +3Multi-Agent CommunicationHeterogeneous Modeling Tools

    University of Copenhagen · Work done during internship at NVIDIA · NVIDIA

  10. NDT Factory: Synthesizing Verified Network Digital Twins from Semantic Models via Multi-Agent LLM

    Sep 14, 2026Sudipta Acharya, Petar Djukic, Burak KantarciCognitive Digital TwinsDigital Twins

    University of Ottawa, Ottawa, ON, Canada · Bell Labs Research, 600 March Road, Kanata, ON K2K 2E6, Canada

  11. Input-to-State Stability Framework for Fully Distributed Primal-Dual Dynamics for Quadratic GNEPs Without Multiplier Consensus

    Sep 7, 2026Shao-An YinNash EquilibriumPrimal-Dual Methods

    independent researcher

  12. Translation as a Decision Space: A Multi-Agent Perspective on Low-Resource Dialect Generation

    Sep 3, 2026Hasan Alkhder, Mohammad Abboush, Igor Tchappi +2Neural Machine TranslationMulti-Agent Communication

  13. ChatDev 2.0: A No-Code Multi-Agent Platform for Developing Everything

    Sep 1, 2026Yufan Dang, Shu Yao, Bowen Lai +6Multi-Agent CommunicationOrchestration

    Tsinghua University · Shanghai Innovation Institute · Shanghai Jiao Tong University +3

  14. Independent Reinforcement Learning in Discounted Markov Games

    Sep 1, 2026Asrin Efe Yorulmaz, Ugur Aydin, Tamer BasarMean Field GamesMulti-Agent Reinforcement Learning

    Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA

  15. HiRS-Agent: A Hierarchical Multi-Agent System for Reliable Long-Horizon Remote Sensing Task Solving

    Aug 31, 2026Boyang Mu, Zhiwei Wei, Mugen Peng +1Remote SensingMulti-Agent Communication

    Beijing University of Posts and Telecommunications State Key Laboratory of Networking and Switching Technology Beijing, China · Hunan Normal University School of Geographic Sciences Changsha, Hunan, China

  16. Regret, equilibrium, and learning in games: A guided tour

    Aug 10, 2026Panayotis MertikopoulosImperfect-Information GamesEquilibrium

    Univ. Grenoble Alpes, CNRS, Inria, Grenoble INP, LIG, 38000 Grenoble, France.

  17. History Matters: Meta-policy Delegation with Heterogeneous Multi-agent Reinforcement Learning

    Aug 4, 2026Ziqing Lu, Avinash Reddy Mudireddy, Sarra Alqahtani +1Multi-Agent Reinforcement LearningMulti-Agent Communication

    Department of Electrical and Computer Engineering University of Iowa · Department of Computer Science Wake Forest University

  18. SABRE: A Multi-Agent Approach for Selecting Out-of-Distribution Detectors Under a Budget

    Aug 3, 2026Mary Wisell, Salimeh SekehOut-Of-Distribution DetectionPost-Hoc

    San Diego State University

  19. Resilient Consensus-Based Target Tracking under False Data Injection Attacks in Multi-Agent Networks

    Aug 2, 2026Amir Ahmad Ghods, Mohammadreza DoostmohammadianDecentralized Autonomous OrganizationResilience

    Faculty of Mechanical Engineering, Semnan University, Iran

  20. Autonomous Repair for Multi-Agent Systems via Monte-Carlo Tree Search

    Jul 31, 2026Hanxiao Lu, Tianyi ZhangModel-Based Multi-Agent SystemsMulti-Agent Communication

    Purdue University

  21. An Empirical Study of Coordination Mode as the First-Class Citizen in From-Scratch Multi-Agent Coding

    Jul 30, 2026Yanyu Ren, Yunfeng Bai, Xizheng Wang +2Multi-Agent CommunicationCoordination

    1Tsinghua University · 2Zhongguancun Laboratory

  22. Reliability-Contagion Feasibility in LLM Multi-Agent Networks

    Jul 24, 2026Ruiwu Niu, Xincheng Shu, Ying ZhaoMulti-Agent CommunicationLarge Language Model Reliability

    Department of Applied Data Science, Hong Kong Shue Yan University, Hong Kong SAR, China · Computational Communication Research Center, Beijing Normal University, Zhuhai 519087, China · School of Journalism and Communication, Beijing Normal University, Beijing 100875, China +1

  23. GLP: A Grassroots, Multiagent, Concurrent, Logic Programming Language for AI

    Jul 23, 2026Ehud ShapiroMulti-Agent Communication

    London School of Economics · London School of Economics and Weizmann Institute of Science

  24. When Do Multi-Agent Systems Help? An Information Bottleneck Perspective

    Jul 17, 2026Wendi Yu, Lianhao Zhou, Xiangjue Dong +6Multi-Agent CommunicationInformation Bottleneck

    Department of Computer Science & Engineering, Texas A&M University · Department of Electrical & Computer Engineering, Texas A&M University · Computing and Data Sciences Directorate, Brookhaven National Laboratory

  25. HULAT2 at MER-TRANS 2026: Governed Multi-Agent Simplification for Spanish Easy-to-Read Generation

    Jul 2, 2026Lourdes Moreno, Paloma Martínez, Marco Antonio Sanchez-Escudero +1Multilingual AgentsReadability

    Computer Science and Engineering Department, Universidad Carlos III de Madrid, Av. Universidad, 30, Leganés, 28911, Spain

  26. EgoGapBench: Benchmarking Egocentric Action Selection in Multi-Agent Scenes

    Jul 1, 2026Jihyeok Jung, Jeewu Lee, Sanghyeop Kim +2Egocentric DatasetEgocentric Vision

    KAIST AI · Sogang University · Ministry of Science and ICT

  27. Why Solve It Twice? Hierarchical Accumulation of Skills for Transfer-Efficient ML Engineering

    Jun 29, 2026Yongbin Kim, Yashar Talebirad, Osmar R. ZaianeMle-Bench LiteSkills

    Department of Computing Science, University of Alberta, Edmonton, Canada · Alberta Machine Intelligence Institute (Amii), Edmonton, Canada

  28. Translating Natural Language to Strategic Temporal Specifications via LLMs

    Jun 29, 2026Marco Aruta, Francesco Improta, Vadim Malvone +2Multi-Agent Large Language Model SystemsNatural Language

    University of Naples Federico II, Naples, Italy · LTCI, Télécom Paris, Institut Polytechnique de Paris, Palaiseau, France · STIMicroelectronics, Grenoble, France

  29. GBC: Gradient-Based Connections for Optimizing Multi-Agent Systems

    Jun 26, 2026Xiaocheng Yang, Abdulrahman Alrabah, Dilek Hakkani-Tür +1Multi-Agent CommunicationCredit Assignment

    University of Illinois Urbana-Champaign

  30. hia-gat: A Heterogeneous Interaction-Aware Graph Attention Network For Frame-Level Traffic Conflict Risk Prediction On Freeways

    Jun 25, 2026Mahshid Malazizi, Seyedmehdi Khaleghian, Mina Sartipi +3Interleaved Graph AttentionMulti-Agent Communication

    Center for Urban Informatics and Progress University of Tennessee at Chattanooga Chattanooga, TN, USA, 37403 · DENSO International America, Inc. Southfield, MI, USA

  31. Probabilistic Agents in Deterministic Audits: Evaluating Multi-Agent Systems for Automated Audits Based on the German IT-Grundschutz

    Jun 24, 2026Lea Roxanne Muth, Marian MargrafMulti-Agent CommunicationModel Auditing

    Department of Mathematics and Computer Science Freie Universität Berlin Berlin, Germany

  32. MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems?

    Jun 22, 2026Juyang Bai, Laixi ShiMulti-Agent CommunicationMulti-Agent Large Language Model Systems

    Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD 21218, USA.

  33. Artificial collectives of specialists and generalists excel at different tasks

    Jun 18, 2026John Meluso, Laurent Hébert-Dufresne, Christoph Riedl +1Multi-Agent CommunicationCollective Behaviors

    Cornell University · University of Vermont · Santa Fe Institute +1

  34. A Topology-Aware, Memory-Centric Architecture that Separates Root-Cause Derivation from Root-Cause Explanation

    Jun 18, 2026Momil SeedatMicroservicesRoot Cause Analysis

    Independent Research Prototype

  35. SIGMA: Skill-Incidence Graphs for Compositional Multi-Agent Design

    Jun 18, 2026Kun Zeng, Yu Huo, Siyu Zhang +5Multi-Agent CommunicationCommunication Topologies

    Sun Yat-sen University · School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen · Taiyuan University of Technology +1

  36. tap: A File-Based Protocol for Heterogeneous LLM Agent Collaboration

    Jun 12, 2026Minseo KimCollaborationMulti-Agent Communication

    HUA Labs, Seoul, Republic of Korea

  37. LatentDx: Latent Multi-Agent Communication for Cross-Hospital Rare-Disease Diagnosis

    Jun 11, 2026Ziqing Wang, Lili Zhao, Kaize DingRare DiseaseMulti-Agent Communication

    Northwestern University

  38. MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems

    Jun 11, 2026Chejian Xu, Zhaorun Chen, Jingyang Zhang +5Multi-Agent CommunicationRed-Teaming

    University of Illinois, Urbana-Champaign · Virtue AI · University of Chicago +3

  39. Decentralized Multi-Agent Systems with Shared Context

    Jun 9, 2026Yuzhen Mao, Jerry Gu, Aadi Chauhan +3Multi-Agent CommunicationTest-Time Scaling

    Stanford University

  40. Fog of Love: Engineering Virtuous Agent Behavior with Affinity-based Reinforcement Learning in a Game Environment

    Jun 3, 2026Ajay Vishwanath, Christian OmlinMulti-Agent Reinforcement LearningMulti-Agent Communication

    IKT, University of Agder, Jon Lilletuns vei, Grimstad, 4879, Agder, Norway.

  41. Scaling Datasets for Multi-Sensor, Multi-Agent, and Multi-Domain Learning in Autonomous Systems

    Jun 3, 2026R. Spencer Hallyburton, David Hunt, Miroslav PajicMultimodal DatasetMulti-Modal Sensing

    aDepartment of Electrical and Computer Engineering, Duke University, Durham, NC 27708 USA

  42. SMAC-Talk: A Natural Language Extension of the StarCraft Multi-Agent Challenge for Large Language Models

    Jun 2, 2026Joel Sol, Homayoun NajjaranMulti-Agent CommunicationGlobal Coordination

    Faculty of Engineering and Computer Science University of Victoria Victoria, BC, Canada

  43. SPOQ: Specialist Orchestrated Queuing for Multi-Agent Software Engineering

    Jun 2, 2026Royce Carbowitz, Dheeraj KumarMulti-Agent OrchestrationSoftware Engineering

    Pinpoint Technologies LLC

  44. Multi-Agent Computer Use

    Jun 1, 2026Jing Yu Koh, Ruslan Salakhutdinov, Daniel FriedComputer-Use AgentsMulti-Agent Communication

    Carnegie Mellon University

  45. Bridging Requirements and Architecture: Multi-Agent Orchestration with External Knowledge and Hierarchical Memory

    May 31, 2026Ruiyin Li, Yiran Zhang, Xiyu Zhou +6Multi-Agent OrchestrationMulti-Agent Communication

    School of Computer Science, Wuhan University, Wuhan, China · Nanyang Technological University, Singapore, Singapore

  46. Multi-Agent Conformal Prediction with Personalized Statistical Validity

    May 30, 2026Martin V. Vejling, Christophe A. N. Biscio, Adrien Mazoyer +2Online Conformal PredictionHeterogeneity

    Department of Electronic Systems Aalborg University, Aalborg, Denmark · Department of Mathematical Sciences Aalborg University, Aalborg, Denmark · Institut de Mathématiques de Toulouse Université de Toulouse, Toulouse, France

  47. Enhancing Multi-Agent Communication through Attention Steering with Context Relevance

    May 28, 2026Hongxiang Zhang, Yuan Tian, Tianyi ZhangMulti-Agent CommunicationInteraction Data

    Purdue University West Lafayette, IN, USA

  48. Why Specialist Models Still Matter: A Heterogeneous Multi-Agent Paradigm for Medical Artificial Intelligence

    May 28, 2026Yanan Wang, Shuaicong Hu, Jian Liu +3Multi-Agent Large Language Model SystemsMulti-Agent Communication

    Department of Biomedical Engineering, College of Biomedical Engineering, Fudan University, Shanghai 200433, China · Department of Cardiology, Xinghua City People’s Hospital affiliated to Yangzhou University, Jiangsu 225700, China.

  49. CONCAT: Consensus- and Confidence-Driven Ad Hoc Teaming for Efficient LLM-Based Multi-Agent Systems

    May 28, 2026Ziyang Ma, Dingyi Zhang, Sichu Liang +4Mixture-Of-AgentsMulti-Agent Communication

    Southeast University · Huawei Technologies Ltd

  50. Long Live the Librarian! A Persistent Search Sub-Agent for Energy-Efficient Multi-Agent Software Engineering Systems

    May 27, 2026Seunghyuk Cho, Sunghyun Choi, Jaeseung Heo +4Multi-Agent CommunicationAgentic Search

    1Graduate School of Artificial Intelligence, POSTECH · Department of Computer Science and Engineering, POSTECH · 1Graduate School of Artificial Intelligence, POSTECH, 2Department of Computer Science and Engineering, POSTECH

  51. Understanding Conversational Patterns in Multi-agent Programming: A Case Study on Fibonacci Game Development

    May 22, 2026Srijita Basu, Viktor Kjellberg, Simin Sun +5Multi-Agent CommunicationCollaboration

    Chalmers University of Technology and University of Gothenburg · Scania CV AB · Research & Development, Volvo Car Corporation +1

  52. Heterogeneous Multi-Agent Modeling for Measurement and Network Analysis of the Data Service Market

    May 22, 2026Deyu Zhou, Yuwei Guo, Xudong Lu +3Network ScienceMulti-Agent Communication

    School of Software, Shandong University, Jinan, China · Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China · College of Intelligence and Computing, Tianjin University, Tianjin, China

  53. CASPIAN: Online Detection and Attribution of Cascade Attacks in LLM Multi-Agent Systems via Cross-Channel Causal Monitoring

    May 19, 2026Kavana Venkatesh, Jafar Isbarov, Saad Amin +2Model-Based Multi-Agent SystemsMulti-Agent Communication

    Virginia Tech, Blacksburg, VA

  54. Code as Agent Harness

    May 18, 2026Xuying Ning, Katherine Tieu, Dongqi Fu +39Agent HarnessCoding Agents

  55. Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment

    May 18, 2026S. Bensalem, Y. Dong, M. Franzle +6Agentic DeploymentsLarge Language Model Agents

    1CSX-AI, France · University of Liverpool, UK · 3Carl von Ossietzky Universität Oldenburg, Germany +2

  56. LLM-Guided Communication for Cooperative Multi-Agent Reinforcement Learning

    May 18, 2026Sangjun Bae, Yisak Park, Sanghyeon Lee +1Multi-Agent Reinforcement LearningMulti-Agent Communication

    Graduate School of Artificial Intelligence, UNIST, Ulsan, South Korea.

  57. Finding the Weakest Link: Adversarial Attack against Multi-Agent Communications

    May 13, 2026Maxwell Standen, Junae Kim, Claudia SzaboMulti-Agent Reinforcement LearningMulti-Agent Communication

    The University of Adelaide · DST Group

  58. Multi-Agent System Identification with Nonlinear Sheaf Diffusion

    May 11, 2026Nivar Anwer, Hans Riess, Matthew HaleSheaf Neural NetworksMulti-Agent Communication

    Department of Computer Science, Georgia Tech · Department of Electrical & Computer Engineering, Georgia Tech

  59. A Theory of Multilevel Interactive Equilibrium in NeuroAI

    May 11, 2026Zhe Sage Chen, Quanyan ZhuGame TheoryModel-Based Multi-Agent Systems

    Department of Psychiatry, New York University Grossman School of Medicine, New York, NY 10016, USA · Department of Neuroscience, New York University Grossman School of Medicine, New York, NY 10016, USA · Institute for Translational Neuroscience, New York University Grossman School of Medicine, New York, NY 10016, USA +2

  60. Swarm Skills: A Portable, Self-Evolving Multi-Agent System Specification for Coordination Engineering

    May 11, 2026Xinyu Zhang, Zhicheng Dou, Deyang Li +10Multi-Agent CoordinationSwarms

    openJiuwen Team & Gaoling School of Artificial Intelligence, Renmin University of China