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. Agora: Git as Shared Memory for Collective AutoResearch

    Sep 16, 2026Yifan Zhang, Yunheng Zou, Shaokun Zhang +5AI Agents for Scientific DiscoveryMulti-Agent Collaboration

    NVIDIA

  2. Collaborative Memory for Multi-Agent VLM Systems

    Sep 15, 2026Huixin Zhang, Shao-Jun Xia, Di Wang +3Memory-Augmented VLMsMulti-Agent Collaboration

    Meta Menlo Park, United States

  3. Multi-Agent Learning with Cooperation-Driven Optimization Dynamics

    Sep 15, 2026Jarod Ketcha Kouakep, Sreyvi UANN, Timoteo CarlettiMultilayer PerceptronsNeural Network Optimization

    Department of Mathematics and Namur Institute for Complex Systems, naXys, University of Namur, Belgium · Department of Applied Mathematics and Statistics, Institute of Technology of Cambodia, Phnom Penh, Cambodia.

  4. CoMem: Collective-Individual Memory Synergy for Evolutionary Multi-Agent Systems

    Sep 14, 2026Chengxin Yu, Zhaoxin Fan, Faguo Wu +3Multi-Agent LLM SystemsMulti-Agent Collaboration

    Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, School of Artificial Intelligence, Beihang University · Beijing academy of blockchain and edge computing · National University of Defense Technology +1

  5. Information Specialization and Constrained Synthesis in Multi-Agent LLM Forecasting: A Prospective Live-Study of the 2026 FIFA World Cup

    Sep 14, 2026Julian Varghese, Lucas Bickmann, Sarah SandmannProbabilistic ForecastingMulti-Agent Collaboration

    Institute of Medical Informatics, Otto-von-Guericke University Magdeburg, Germany.

  6. From Collaboration to Capability: Internalizing Routed LLM Experts into Compact Reasoners

    Sep 14, 2026Frank Nie, Shuyao Wang, Ethan B. LiuRL for Language Model ReasoningMulti-Agent Collaboration

    Shandong University · Zhejiang University

  7. ArcticSwarm: Deferring Early Consensus in Long-Horizon Multi-Agent Research

    Sep 1, 2026Soyoung Yoon, Boyi Liu, Yite Wang +6Deep Research AgentsMulti-Agent Collaboration

    Seoul National University · Snowflake AI Research

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

    Aug 31, 2026Boyang Mu, Zhiwei Wei, Mugen Peng +1Multi-Agent CollaborationRemote Sensing

    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

  9. Prove2Me: An Open Collaborative Platform for Scaling Math Formalization

    Aug 28, 2026Shuze Chen, Kunal Marwaha, Xiaoyang Lu +2Multi-Agent CollaborationLean Theorem Proving

    Graduate School of Business Columbia University New York, NY 10027 · Department of Computer Science University of Chicago Chicago, IL 60637 · Department of Computer Science Purdue University West Lafayette, IN 47907 +1

  10. Autonomous Mathematical Discovery in an Open-World Multi-Agent Environment

    Aug 24, 2026Stephen Chung, Wenyu Du, William J. WesleyMulti-Agent CollaborationMulti-Agent Systems

    DualverseAI · University of Cambridge · University of Hong Kong +1

  11. Do LLMs Take Care of Their Own? Similarity Signals Can Induce Cooperation

    Aug 12, 2026Akash Kundu, Emanuel Tewolde, Ratip Emin Berker +2Multi-Agent LLM SystemsLLM Agent Evaluation

    Cooperative AI Research Fellowship · Carnegie Mellon University · Foundations of Cooperative AI Lab (FOCAL)

  12. Social Chain of Thought: A Multi-Agent Architecture Grounded in Medical Differential Diagnosis Methodology

    Aug 11, 2026Del Coburn, Scott Sanner, Dan SilverMulti-Agent CollaborationClinical Reasoning

    Department of Sociology University of Toronto · Department of Mechanical & Industrial Engineering University of Toronto

  13. Beyond Cash Flows: A Multi-Agent AI Framework for Valuing Clinical-Stage, Cross-Border Biotechnology

    Aug 10, 2026Yuhan FangMulti-Agent LLM SystemsMulti-Agent Coordination

    CPC Scientific Inc.

  14. ForestBench: A Unified Graph Framework for Evaluating Multi-Agent Collaboration

    Aug 9, 2026Guo Chen, Ziwen Li, Reed Li +4Multi-Agent LLM SystemsAI Agent Evaluation

    Southwest University Chongqing, China · Tencent Beijing, China · Institute of Computing Technology, Chinese Academy of Sciences Beijing, China

  15. TRIBE: Predicting Team Performance via Communication Behavior Ensembles

    Aug 7, 2026Ali Jalal-Kamali, Nikolos Gurney, David V. Pynadath +1Multi-Agent CollaborationHuman-AI Collaboration

    USC Institute for Creative Technologies · Rice University Ken Kennedy Institute · USC Information Sciences Institute

  16. EvolveNet: Collaborative Harness Evolution for Agent Self-Improvement

    Aug 5, 2026Jun Nie, Yonggang Zhang, Qianshu Cai +3Agent Harness OptimizationMulti-Agent Collaboration

    Hong Kong Baptist University · The Hong Kong University of Science and Technology · University of Science and Technology of China

  17. AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering

    Aug 4, 2026Zihan Fang, Yueke Zhang, Yu HuangSoftware Engineering AgentsAgentic Workflows

    Vanderbilt University Nashville, Tennessee, USA

  18. WeClawArena: An Auditable Sandbox and Benchmark for Cross-User Agents Collaboration and Security in Human-Centered Agent Networks

    Aug 4, 2026Prince Zizhuang Wang, Aojie Yuan, Haiyue Zhang +3Multi-Agent CollaborationAI Agent Security Benchmarks

    Carnegie Mellon University · University of Southern California · Arizona State University

  19. Shared Prefixes, Better Credit: Adaptive Routing for Multi-Agent Reasoning

    Aug 3, 2026Yiqing Liu, Zihao Wang, Hantao Yao +2Adaptive Model RoutingMulti-Agent Collaboration

    University of Science and Technology of China

  20. Training Small LLMs as Spatial Multi-Agent Policies

    Aug 2, 2026Yi Mao, Andrew PerraultHierarchical RLMulti-Agent Collaboration

    Department of Computer Science and Engineering, The Ohio State University

  21. Neuro-Symbolic Participation Governance for Verifiable AI Agents in Open Digital Twin Ecosystems

    Aug 2, 2026Juan Li, Wei Cai, Yan BaiMulti-Agent CollaborationLLM Agent Verification

    Department of Computer Science at North Dakota State University, Fargo, ND, USA · School of Engineering and Technology, University of Washington, Tacoma, WA, 98402, USA

  22. BANDMAS: Causality-Inspired Semantic Packet Scheduling for Bandwidth-Efficient Multi-Agent Collaboration

    Aug 1, 2026Jiangwen Dong, Wanyu LinMulti-Agent LLM SystemsMulti-Agent System Optimization

    Department of Computing, The Hong Kong Polytechnic University, Hong Kong SAR, China

  23. SKIMIX: Multi-Agent Harness-Time Scaling with Skill Mixture for Dynamic Harness Engineering

    Jul 30, 2026Jia LuoAgent Harness OptimizationMulti-Agent Collaboration

    Huazhong University of Science and Technology

  24. Toward an Organizational Science of Multi-Agent LLM Systems: Decoupling Who, How, and Which Algorithm

    Jul 28, 2026Huan Chen, Xiang Song, Jian Jin +2Multi-Agent LLM SystemsMulti-Agent Orchestration

    Shunfeng Technology Co., Ltd., China · Shenzhen University, China

  25. pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development

    Jul 23, 2026Chen Zhu, Xiaolu Wang, Weilong ZhangAI-Assisted Scientific ResearchAI Agent Evaluation

    China Agricultural University · University of Cambridge

  26. Commitment To Cooperation With Self-Negotiated Contracts

    Jul 23, 2026Tim Wyse, Kaitlin Bustos, Yulia Volkova +1Multi-Agent LLM SystemsMulti-Agent Coordination

    Algoverse AI Research · University of Washington

  27. Autonomous Collaborative Learning Among an Ensemble of Tsetlin Machines with Consensus-Based Inference

    Jul 22, 2026Yehuda Rudin, Osnat Keren, Michal Yemini +1Ensemble LearningMulti-Agent Collaboration

    Faculty of Engineering, Bar Ilan University, Ramat Gan 5290002, Israel.

  28. BrainPilot: Automating Brain Discovery with Agentic Research

    Jul 16, 2026Haoxuan Li, Tianci Gao, Jianhe Li +13AI for ScienceLLM Agent Orchestration

    College of AI, Tsinghua University · 2Shanghai Qizhi Institute · 3Business School, Renmin University of China +8

  29. ANet Patu-1: The Value of Connection in the Agent Network

    Jul 16, 2026Mu Yuan, Jinke Song, Zhaomeng Zhou +1Multi-Agent CoordinationAgent Communication Protocols

    Agent Network Research · The Chinese University of Hong Kong · Mu Yuan1,2 +5

  30. The Energy Society: A Simulation Environment for Studying Agent Cooperation under Survival Pressure

    Jul 16, 2026Lucas Bergholdt Hansen, Federico Torrielli, Filippo Tonini +1Social DilemmasMulti-Agent Coordination

    University of Southern Denmark Odense, Denmark · University of Turin Torino, Italy