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. Effective Strategies for Asynchronous Software Engineering Agents

    Mar 23, 2026Jiayi Geng, Graham NeubigMulti-Agent CoordinationSoftware Engineering Agents

    Carnegie Mellon University, Language Technologies Institute

  2. MOSAIC: A Universal Agent-Level Interface for Cross-Paradigm Agent Mixing and Human-AI Collaboration

    Mar 1, 2026Abdulhamid M. Mousa, Jinhui Pang, Rakhmonberdi Khajiev +5AI Agent EvaluationAgent Evaluation

    School of Optics and Photonics, Beijing Institute of Technology, Beijing 100081, China · School of Computer Science and Technology, Beijing Institute of Technology, Beijing 100081, China · Mathematics Department, Faculty of Science, Ain Shams University, Cairo, Egypt +1

  3. DeALOG: Decentralized Multi-Agents Log-Mediated Reasoning Framework

    Feb 1, 2026Abhijit Chakraborty, Ashish Raj Shekhar, Shiven Agarwal +1Multi-Agent CollaborationMultimodal QA

    Arizona State University

  4. MASCOT: Multi-Agent Socio-Collaborative Companion Systems

    Jan 20, 2026Yiyang Wang, Yiqiao Jin, Alex Cabral +1Multi-Agent LLM SystemsMulti-Agent System Optimization

    Georgia Institute of Technology · Massachusetts Institute of Technology

  5. StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management

    Jan 9, 2026Ruizhe Zhang, Xinke Jiang, Zhibang Yang +12Multi-Agent LLM SystemsMulti-Agent Collaboration

    School of Computer Science, Peking University, Beijing, China · 2National Engineering Research Center for Software Engineering, Peking University, Beijing, China · 3Key Laboratory of High Confidence Software Technologies, Ministry of Education, Beijing, China +5

  6. Flocking phase transition and threat responses in bio-inspired autonomous drone swarms

    Dec 24, 2025Matthieu Verdoucq, Dari Trendafilov, Clément Sire +3Aerial RoboticsMulti-Robot Systems

    Ecole Nationale de l’Aviation Civile, Université de Toulouse, France · Centre de Recherches sur la Cognition Animale, Centre de Biologie Intégrative (CBI), Centre National de la Recherche Scientifique (CNRS) & Université de Toulouse – Paul Sabatier, France · Laboratoire de Physique Théorique, CNRS & Université de Toulouse – Paul Sabatier, France

  7. PADiff: Predictive and Adaptive Diffusion Policies for Ad Hoc Teamwork

    Nov 10, 2025Hohei Chan, Xinzhi Zhang, Antao Xiang +2Multi-Agent CoordinationMulti-Agent Collaboration

    School of Software Engineering, South China University of Technology, Guangzhou, China · Shanghai Jiao Tong University, Shanghai, China

  8. Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration

    Nov 4, 2025Jingbo Wang, Sendong Zhao, Haochun Wang +2Multi-Agent System OptimizationMulti-Agent Collaboration

    Research Center for Social Computing and Information Retrieval,Harbin Institute of Technology, China

  9. An Explanation-oriented Inquiry Dialogue Game for Expert Collaborative Recommendations

    Nov 3, 2025Qurat-ul-ain Shaheen, Katarzyna Budzynska, Carles SierraExplainable Artificial IntelligenceHealthcare

    IIIA, CSIC, Barcelona, Spain · Software Competence Centre Hagenberg, Hagenberg, Austria · Laboratory of The New Ethos, Faculty of Administration and Social Sciences, Warsaw University of Technology, Warsaw, Poland

  10. When and Why Does Multi-Agent Debate Fail and Does It Really Underperform?

    Oct 23, 2025Yongqiang Chen, Gang Niu, James Cheng +2Multi-Agent DebateMulti-Agent Collaboration

    1The Chinese University of Hong Kong · 2RIKEN Center for Advanced Intelligence Project · 3Hong Kong Baptist University +1

  11. Enabling Regulatory Multi-Agent Collaboration: Architecture, Challenges, and Solutions

    Sep 11, 2025Qinnan Hu, Yuntao Wang, Yuan Gao +3Agent ReliabilityAI Agent Security

    School of Cyber Science and Engineering, Xi’an Jiaotong University, China · School of Mechatronic Engineering and Automation, Shanghai University, China

  12. Unsupervised Partner Design Enables Robust Ad-hoc Teamwork

    Aug 8, 2025Constantin Ruhdorfer, Matteo Bortoletto, Victor Oei +2Multi-Agent CollaborationAd Hoc Teamwork

    Collaborative Artificial Intelligence, University of Stuttgart, Stuttgart, Germany.

  13. ROTATE: Regret-driven Open-ended Training for Ad Hoc Teamwork

    May 29, 2025Caroline Wang, Arrasy Rahman, Benjamin Nativi +4Multi-Agent CollaborationAd Hoc Teamwork

    Department of Computer Science The University of Texas at Austin · Visa AI · College of Computing and Data Science Nanyang Technological University +1

  14. Position: Collaborative Agentic AI Needs Interoperability Across Ecosystems

    May 25, 2025Rishi Sharma, Martijn de Vos, Pradyumna Chari +2Agent Communication ProtocolsMulti-Agent Collaboration

    1EPFL, Lausanne, Switzerland · 2Massachusetts Institute of Technology, Cambridge, MA, USA.

  15. El Agente Quntur: A research collaborator agent for quantum chemistry

    Date pendingJuan B. Pérez-Sánchez, Yunheng Zou, Jorge A. Campos-Gonzalez-Angulo +12AI Agents for Scientific DiscoveryQuantum Chemistry

    Department of Chemistry, University of Toronto, 80 St. George St., Toronto, ON M5S 3H6, Canada · Vector Institute for Artificial Intelligence, W1140-108 College St., Schwartz Reisman Innovation Campus, Toronto, ON M5G 0C6, Canada · Acceleration Consortium, 700 University Ave., Toronto, ON M7A 2S4, Canada +6