Multi-Agent Communication

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33 papers in the last four weeks, up 136% on the four weeks before. 0.3% of all new papers.

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  1. Too Many Specialists: Emergent Inefficiencies and Bottlenecks for Multi-agent Ad-hoc Collaboration

    May 8, 2026Benjamin Panny, Shashank Mehrotra, Zahra Zahedi +2Multi-Agent CoordinationMulti-Agent Collaboration

    University of Pittsburgh Pittsburgh, PA, United States · Honda Research Institute USA, Inc. San Jose, CA, United States

  2. What Software Engineering Looks Like to AI Agents? -- An Empirical Study of AI-Only Technical Discourse on MoltBook

    May 8, 2026Junyu Huo, Ziqi Mao, Zihao Wan +1Software Engineering AgentsMulti-Agent Communication

    University of Calgary, Calgary, Alberta, Canada · Phanvic, Calgary, Alberta, Canada

  3. The Reciprocity Gradient

    May 8, 2026Yue Lin, Pascal Poupart, Shuhui Zhu +5Credit Assignment in RLPolicy Gradient Methods

    The Chinese University of Hong Kong, Shenzhen · LIGHTSPEED · University of Waterloo +2

  4. Learning to Communicate Locally for Large-Scale Multi-Agent Pathfinding

    May 8, 2026Valeriy Vyaltsev, Alsu Sagirova, Anton Andreychuk +5Multi-Agent CoordinationRobust MAPF

    CogAI Lab, Moscow, Russia

  5. The Cost of Consensus: Malignant Epistemic Herding and Adaptive Gating in Distributed Multi-Agent Search

    May 7, 2026David Farr, Iain Cruickshank, Kate Starbird +1Opinion DynamicsMulti-Agent Systems

    1*Information School, University of Washington, 1410 NE Campus Parkway, Seattle, 98195, WA, USA. · 2Computer Science, Carnegie Mellon University, 5000 Forbes Avenue,2026 Pittsburgh, 15213, PA, USA. · 3Human Centered Design Engineering, University of Washington, 1410 NE Campus Parkway, Seattle, 98195, WA, USA. +1

  6. Randomness is sometimes necessary for coordination

    May 7, 2026Rohan Patil, Jai Malegaonkar, Henrik I. ChristensenMulti-Agent CoordinationMulti-Agent Systems

  7. SANEmerg: An Emergent Communication Framework for Semantic-aware Agentic AI Networking

    May 7, 2026Yong Xiao, Haoran Zhou, Yujie Zhou +1Agent Communication ProtocolsSemantic Communication

    School of Elect. Inform. & Commun., Huazhong Univ. of Science & Technology, China · Peng Cheng Laboratory, Shenzhen, China · Pazhou Laboratory (Huangpu), Guangzhou, China +1

  8. Active Learning for Communication Structure Optimization in LLM-Based Multi-Agent Systems

    May 7, 2026Huchen Yang, Xinghao Dong, Dan Negrut +1Multi-Agent LLM SystemsMulti-Agent System Optimization

    University of Wisconsin–Madison

  9. SOTOPIA-TOM: Evaluating Privacy and Information Management in Multi-Agent Interaction with Theory of Mind

    May 4, 2026Yashwanth YS, Ruichen Wang, Shihua Zeng +4Multi-Agent CoordinationTheory of Mind

    Language Technologies Institute, Carnegie Mellon University, Pittsburgh, USA · Fujitsu Research of America, Pittsburgh, USA

  10. Talk is Cheap, Communication is Hard: Dynamic Grounding Failures and Repair in Multi-Agent Negotiation

    May 3, 2026Yiheng Yao, Chelsea Zou, Robert D. HawkinsMulti-Agent CoordinationMulti-Agent Negotiation

    Stanford University

  11. Breaking the Communication-Accuracy Trade-off: A Sparsified Information Diffusion Framework for Multi-Agent Collaborative Perception

    May 1, 2026Jirong Zha, Chenyu Zhao, Nan Zhou +5Bayesian FilteringCooperative Perception

    Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China · Shenzhen Institute of Artificial Intelligence and Robotics, Shenzhen, China, 518000 · Shenzhen Smart City Technology Development Group, Shenzhen, China, 518000

  12. Scaling Video Understanding via Compact Latent Multi-Agent Collaboration

    May 1, 2026Kerui Chen, Jinglu Wang, Jianrong Zhang +3Multi-Agent CollaborationLong-Video Understanding

    Microsoft Research Asia · Zhejiang University · Guanming Lab.

  13. AONA: A Comprehensive Architecture and Workflow Design for Global Agentic Collaboration

    Apr 30, 2026Jinliang Xu, Runkai Zhu, Bingqi Li +3Multi-Agent CollaborationMulti-Agent Communication

    China Academy of Information and Communications Technology, No.52, North Huayuan Road, Haidian District, Beijing 100191, China

  14. Recursive Multi-Agent Systems

    Apr 28, 2026Jiaru Zou, Rui Pan, Ruizhong Qiu +8Multi-Agent LLM SystemsLanguage Modeling

    Stanford University · University of Illinois Urbana-Champaign · NVIDIA +1

  15. A Survey of Multi-Agent Deep Reinforcement Learning with Graph Neural Network-Based Communication

    Apr 28, 2026Valentin Cuzin-Rambaud, Laetitia Matignon, Maxime MorgeMulti-Agent CommunicationMulti-Agent Reinforcement Learning

    LIRIS, UCBL · Université Lyon 1, INSA Lyon, CNRS, LIRIS, UMR 5205, Lyon, France

  16. Architecture Matters for Multi-Agent Security

    Apr 25, 2026Ben Hagag, William L. Anderson, Christian Schroeder de Witt +1Multi-Agent SystemsMulti-Agent System Security

    Carnegie Mellon University · MATS · Oxford Witt Lab +1

  17. Superminds Test: Actively Evaluating Collective Intelligence of Agent Society via Probing Agents

    Apr 24, 2026Xirui Li, Ming Li, Yunze Xiao +4Multi-Agent CoordinationAI Agent Evaluation

    University of Maryland · 2Mohamed bin Zayed University of Artificial Intelligence · 3Carnegie Mellon University

  18. DM3^3-Nav: Decentralized Multi-Agent Multimodal Multi-Object Semantic Navigation

    Apr 23, 2026Amin Kashiri, Atharva Jamsandekar, Yasin YazıcıoğluVision-Language NavigationMulti-Robot Coordination

    Northeastern University, Boston, USA · Department of Electrical and Computer Engineering at Northeastern University, Boston, MA

  19. Learning to Communicate: Toward End-to-End Optimization of Multi-Agent Language Systems

    Apr 23, 2026Ye Yu, Heming Liu, Haibo Jin +3Multi-Agent System OptimizationLLM Agent Training

    University of Illinois Urbana-Champaign, IL, USA

  20. AI-Gram: When Visual Agents Interact in a Social Network

    Apr 23, 2026Andrew ShinMulti-Agent LLM SystemsMulti-Agent Systems

    Faculty of Science and Technology Keio University Yokohama, Kanagawa Prefecture, Japan

  21. Mesh Memory Protocol: Semantic Infrastructure for Multi-Agent LLM Systems

    Apr 21, 2026Hongwei XuLLM Agent MemoryMulti-Agent Communication

  22. Revac: A Social Deduction Reasoning Agent

    Apr 21, 2026Mihir Shriniwas Arya, Avinash Anish, Aditya RanjanGame-Playing AgentsSocial Deduction Games

    Department of Computer Science and Engineering RV College of Engineering Bangalore · Department of Information Science and Engineering RV College of Engineering Bangalore · Department of Artificial Intelligence and Machine Learning RV College of Engineering Bangalore

  23. Resolving space-sharing conflicts in road user interactions through uncertainty reduction: An active inference-based computational model

    Apr 21, 2026Julian F. Schumann, Johan Engström, Ran Wei +3Collision AvoidanceIntelligent Transportation Systems

    Department of Cognitive Robotics, Delft University of Technology, Netherlands · Waymo LLC, Mountain View, CA, USA

  24. Gated Coordination for Efficient Multi-Agent Collaboration in Minecraft Game

    Apr 21, 2026HuaDong Jian, Chenghao Li, Haoyu Wang +4Multi-Agent LLM SystemsMulti-Agent Collaboration

    University of Electronic Science and Technology of China Chengdu, China

  25. Poster: EdgeCitadel -- Hybrid NATS-MQTT Orchestration for Edge Multi-Agent Systems

    Apr 20, 2026Zhonghao Zhan, Yefan Zhang, Hamed HaddadiMulti-Agent OrchestrationEdge Computing

    Imperial College London · Independent Researcher

  26. Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures

    Apr 20, 2026Zixiang Wang, Mengjia Gong, Qiyu Sun +5Multi-Agent CoordinationMulti-Agent Systems

    Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai 200237, China · School of Information Science and Engineering, East China University of Science and Technology, Shanghai 200237, China · School of Electrical Engineering and Automation, Nantong University, Nantong 226019, China +2

  27. Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation

    Apr 20, 2026Nuo Chen, Yicheng Tong, Yuzhe Yang +5Multi-Agent LLM SystemsMulti-Agent Collaboration

    National University of Singapore · The Chinese University of Hong Kong, Shenzhen

  28. Memory Centric Power Allocation for Multi-Agent Embodied Question Answering

    Apr 20, 2026Chengyang Li, Shuai Wang, Kejiang Ye +5Embodied QAWireless Resource Allocation

    Department of Electrical and Computer Engineering, The University of Hong Kong, Hong Kong · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China · Southern University of Science and Technology, Shenzhen, China +2

  29. Graph-of-Agents: A Graph-based Framework for Multi-Agent LLM Collaboration

    Apr 18, 2026Sukwon Yun, Jie Peng, Pingzhi Li +5LLM Agent OrchestrationMulti-Agent Collaboration

    UNC Chapel Hill · Eigent AI · MIT-IBM Watson AI Lab +1

  30. The Virtual Roundtable: Multi-Agent Personas Simulating the Dynamics of Human Brainstorming

    Apr 17, 2026Tim Dorn, Saara A. Khan, Julie MumfordMulti-Agent CollaborationMulti-Agent Systems

    Reality Labs, Meta, Menlo Park, California 94025, USA