Multi-Agent Collaboration

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32 papers in the last four weeks, up 357% on the four weeks before. 0.3% of all new papers.

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  1. Multi-Agent LLMs Fail to Explore Each Other

    Jul 13, 2026Hyeong Kyu Choi, Jiatong Li, Wendi Li +2Multi-Agent LLM SystemsMulti-Agent Coordination

    University of Wisconsin–Madison · University of California, Santa Barbara

  2. Flout at Your Own Risk: LLMs Struggle with Pragmatic Cooperativity Under Epistemic Asymmetry

    Jul 13, 2026Hannah VanderHoeven, Abhijnan Nath, Nikhil KrishnaswamyPragmatic Reasoning in Language ModelsMulti-Agent Collaboration

    Situated Grounding and Natural Language (SIGNAL) Lab Department of Computer Science Colorado State University Fort Collins, CO 80523, USA

  3. Distributed Agent System: Fault-Tolerant Collaboration Among Embodied Agents

    Jul 12, 2026Kai Yu, Lu Chen, Hanqi LiMulti-Agent CollaborationMulti-Agent Systems

    X-LANCE Lab, School of Computer Science, Shanghai Jiao Tong University, Shanghai, 200240, China · Jiangsu Key Lab of Language Computing, Suzhou, 215028, China

  4. Self-Healing Coordination in Cognitive Swarm Agents with Bloch-Type Perceptual Memory

    Jul 12, 2026Jyotiranjan BeuriaMulti-Agent CoordinationMulti-Robot Systems

    IKS Research Center, ISS Delhi, India

  5. ARCANA: A Reflective Multi-Agent Program Synthesis Framework for ARC-AGI-2 Reasoning

    Jul 10, 2026Kunbo Zhang, Lei Fu, Zeyu Wang +2Program SynthesisMulti-Agent Collaboration

    Columbia University New York, USA · Independent Researcher San Jose, USA · University of California, Los Angeles Los Angeles, USA +2

  6. Agent-Exploitation Affordances: From Basic to Complex Representation Patterns

    Jul 8, 2026Bastien Dussard, Aurélie Clodic, Guillaume SarthouMulti-Agent Collaboration

    LAAS-RIS, LAAS · LAAS-CNRS, Université de Toulouse, CNRS, Toulouse, France · LAAS-IDEA, LAAS-RIS +1

  7. LLM Agents for Deliberative Collaboration: A Study on Joint Decision Making Under Partial Observability

    Jul 7, 2026Chenxu Wang, Yongkun Yang, Boyuan Du +2LLM Agent EvaluationMulti-Agent Collaboration

    Department of Computer Science and Technology, Tsinghua University · Fuzhou University

  8. Collective Intelligence with Foundation Models

    Jul 6, 2026J. de Curtò, I. de ZarzàAI Agent EvaluationMulti-Agent Collaboration

    Department of Computer Applications in Science & Engineering, BARCELONA Supercomputing Center, 08034 Barcelona, Spain · Escuela Técnica Superior de Ingeniería (ICAI), Universidad Pontificia Comillas, 28015 Madrid, Spain · Human Centered AI, Data & Software, LUXEMBOURG Institute of Science and Technology, L-4362 Esch-sur-Alzette, Luxembourg

  9. Decision Protocols in Multi-Agent Large Language Model Conversations

    Jul 6, 2026Lars Benedikt KaesbergMulti-Agent LLM SystemsLLM Agent Evaluation

    GippLab Georg August University of Göttingen Göttingen

  10. Rethinking Scientific Discovery in the Agentic Era

    Jul 4, 2026Yining Zheng, Yuxin Wang, Jiahao Lu +27AI Agents for Scientific DiscoveryMulti-Agent Collaboration

    Shanghai Innovation Institute · Fudan University · East China Normal University

  11. UA-ChatDev: Uncertainty-Aware Multi-Agent Collaboration for Reliable Software Development

    Jul 2, 2026Temitayo Olamilekan Ogunsusi, Lijun Qian, Xishuang DongSoftware Engineering AgentsMulti-Agent Collaboration

    Department of Electrical and Computer Engineering Prairie View A&M University, Prairie View, TX 77446, USA

  12. CausalSteward: An Agentic Divide-Conquer-Combine Copilot for Causal Discovery

    Jul 2, 2026Nicholas Tagliapietra, Gian Lorenzo Marchioni, Moritz Willig +3Causal DiscoveryMulti-Agent Collaboration

    1 : Computer Science Department, TU Darmstadt, Germany · 2 : Bosch Center for Artificial Intelligence, Renningen, Germany · 5 : LUISS University, Rome, Italy +2

  13. MECoBench: A Systematic Study of Multimodal Agent Collaboration in Embodied Environments

    Jun 30, 2026Qingyun Liu, Jiwen Zhang, Jingyi Hu +2Multi-Agent CollaborationAI Agent Benchmarks

    1Fudan University · 3The Chinese University of Hong Kong · 2Shanghai Innovation Institute

  14. Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration

    Jun 29, 2026Zihan Guo, Zeyi Chen, Zhiyu Chen +15Multi-Agent OrchestrationMulti-Agent Collaboration

    Sun Yat-sen University · Shanghai Innovation Institute · Shanghai Artificial Intelligence Laboratory +4

  15. DAIN: Dynamic Agent-Based Interaction Network for Efficient and Collaborative Multimodal Reasoning

    Jun 29, 2026Xinxin Chen, Yuchen Li, Zihan Wang +3Efficient Multimodal InferenceMulti-Agent Collaboration

    University of Chinese Academy of Sciences

  16. GPTNT: Benchmarking Real-Time Collaboration Between Multimodal Agents on Keep Talking And Nobody Explodes

    Jun 26, 2026Amit Parekh, Sabrina McCallum, Kareem Al-Hasan +3Game-Playing AgentsMulti-Agent Collaboration

    Heriot-Watt University · University of Edinburgh

  17. LLawCo: Learning Laws of Cooperation for Modeling Embodied Multi-Agent Behavior

    Jun 26, 2026Qinhong Zhou, Chuang Gan, Anoop CherianMulti-Agent CoordinationAI Alignment

    University of Massachusetts Amherst, USA. · 2Mitsubishi Electric Research Laboratories (MERL), USA.

  18. Bridging Talk and Thought: Understanding Dialogue Dynamics Across Collaborative Problem-Solving Contexts

    Jun 25, 2026Zhengyuan Liu, Stella Xin Yin, Min-Yen Kan +1Multi-Agent CoordinationMulti-Agent Collaboration

    Agency for Science, Technology and Research (A*STAR), Singapore · Nanyang Technological University, Singapore · National University of Singapore

  19. AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems

    Jun 25, 2026Changxin Lao, Fei Pan, Guozhuang Ma +59Software Engineering AgentsMulti-Agent Collaboration

  20. Agentic Collaborative Cognition for Zero-Shot 3D Understanding

    Jun 23, 2026Wenxin Wang, Bo Zhang, Feng Chen +43D Spatial ReasoningMulti-Agent Collaboration

    Sichuan University · Adelaide University · University of Electronic Science and Technology of China +1

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

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

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

  22. Distributed General-Purpose Agent Networks: Architecture, Key Mechanisms, and Prototypes

    Jun 15, 2026Shengli Zhang, Deen Ma, Zibin Lin +1Multi-Agent CollaborationMulti-Agent Systems

    College of Electronics and Information Engineering, Shenzhen University, Shenzhen 518060, China

  23. AdaSTORM: Scaling LLM Reasoning on Dynamic Graphs via Adaptive Spatio-Temporal Multi-Agent Collaboration

    Jun 15, 2026Bing Hao, Ruijie Wang, Haodong Qian +5LLM Reasoning with GraphsMulti-Agent Collaboration

    1Tianjin University, China · 2Beihang University, China

  24. Multi-agent Framework for Time-Sensitive Complementary Collaboration in Minecraft

    Jun 14, 2026Juheon Yi, Jinglu Wang, Xiaoyi Zhang +1Multi-Agent CoordinationMulti-Agent Collaboration

    Microsoft Research Asia

  25. How Task Structure Limits Multi-Agent Success: An Information-Theoretic Analysis

    Jun 11, 2026Shi Pan, Ming LuoMulti-Agent CollaborationMulti-Agent Systems

    University College London London, UK · University of Bristol Bristol, UK

  26. YeasierAgent: Agentic Social Sandbox as a Canvas for Intent-Driven Creation of Platform-Agnostic Symbiotic Agent-Native Applications

    Jun 11, 2026Jory HeMulti-Agent CollaborationTool-Using Agents

    Yeasier AI (www.yeasier.com)

  27. Cross-Agent Learning Signals Enable Coordinated Role-Decomposed LLM Training

    Jun 9, 2026Jaewan Park, Solbee Cho, Jay-Yoon LeeMulti-Agent LLM SystemsMulti-Agent Collaboration

    Seoul National University

  28. Harnessing the Collective Intelligence of AI Agents in the Wild for New Discoveries

    Jun 9, 2026Federico Bianchi, Yongchan Kwon, Aneesh Pappu +1AI Agents for Scientific DiscoveryMulti-Agent Collaboration

    Together AI · Stanford University

  29. Collaborative Human-Agent Protocol (CHAP)

    Jun 8, 2026Arsalan Shahid, Gordon Suttie, Philip BlackMulti-Agent CollaborationHuman-in-the-Loop AI

    Brightbeam AI

  30. MAVIS: Multi-Agent Video Retrieval via Structured Video Understanding

    Jun 8, 2026Jie Zhang, Qilang Ye, Hao Zhou +2Video UnderstandingMulti-Agent Collaboration

    School of Computing and Information Technology, Great Bay University · College of Computer Science, Nankai University · Tsinghua Shenzhen International Graduate School, Tsinghua University +1