Multi-Agent Systems

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45 papers in the last 28 days · 0.7% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Multi-Agent Reinforcement LearningCoordinationMulti-Agent ReasoningGlobal CoordinationCooperationMulti-Agent CoordinationSingle-Agent

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Period ending 2026-09-21

11 new papers

A weekly snapshot of new work published in Multi-Agent Systems.

Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Multi-Agent Systems.

Period ending 2026-09-07

1 new paper

A weekly snapshot of new work published in Multi-Agent Systems.

560 papers

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  1. Uno-Orchestra: Parsimonious Agent Routing via Selective Delegation

    May 6, 2026Zhiqing Cui, Haotong Xie, Jiahao Yuan +11OrchestrationMulti-Agent Systems

  2. Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation

    May 6, 2026Jiangwen Dong, Bo Li, Wanyu LinIdeasMulti-Agent Evolution

  3. Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games

    May 6, 2026Yidong He, Yutao Lai, Pengxu Yang +4Multi-Agent SystemsDeep Reinforcement Learning

  4. Hierarchical Multiagent Reinforcement Learning for Multi-Group Tax Game

    May 6, 2026Honglei Guo, Yuhan Zhao, Yexin LiMulti-Agent Reinforcement LearningMulti-Agent Systems

  5. Autonomous Synchronization of Discrete-Time Heterogeneous Multiagent Systems

    May 6, 2026Wei Hu, Quanyi LiangMulti-Agent SystemsTime-Varying Systems

  6. Role-Based Agentic AI for Intent-Driven Network and Service Orchestration

    May 6, 2026Juan Parra-Ullauri, Talha Ahmed Khan, Daniel McHugh +4Multi-Agent Orchestration FrameworksOrchestration

  7. SensingAgents: A Multi-Agent Collaborative Framework for Robust IMU Activity Recognition

    May 6, 2026Naiyu Zheng, Tianlong Yu, Haochen Yin +3Human Activity RecognitionMulti-Agent Systems

  8. Structural Equivalence and Learning Dynamics in Delayed MARL

    May 5, 2026Jules Sintes, Ana Bušić, Jiamin ZhuPartially Observable Markov Decision ProcessMulti-Agent Reinforcement Learning

  9. Agent Island: A Saturation- and Contamination-Resistant Benchmark from Multiagent Games

    May 5, 2026Connacher MurphyMulti-Agent SimulationsAgentic Benchmarks

  10. Governed Collaborative Memory as Artificial Selection in LLM-Based Multi-Agent Systems

    May 5, 2026Diego F. Cuadros, Abdoul-Aziz Maiga, Helen Meskhidze +1Agent MemoryMulti-Agent Systems

  11. ARMATA: Auto-Regressive Multi-Agent Task Assignment

    May 5, 2026Yazan Youssef, Aboelmagd Noureldin, Sidney GivigiPatient-To-Room Assignment ProblemMulti-Agent Systems

  12. Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing

    May 5, 2026Danny Hoang, Ryan Matthiessen, Christopher Miller +5Agent DecisionsMulti-Agent Systems

  13. From Intent to Execution: Composing Agentic Workflows with Agent Recommendation

    May 5, 2026Kishan Athrey, Ramin Pishehvar, Brian Riordan +1Multi-Agent SystemsAgentic Workflows

  14. Mechanical Conscience: A Mathematical Framework for Dependability of Machine Intelligence

    May 5, 2026Munkhdelgerekh Batzorig, Purevbaatar Ganbold, Kyungbin Park +2Multi-Agent SystemsMulti-Robot Systems

  15. Coordination as an Architectural Layer for LLM-Based Multi-Agent Systems

    May 5, 2026Maksym Nechepurenko, Pavel ShuvalovMulti-Agent Large Language Model SystemsMulti-Agent Systems

  16. MARS-DA: A Hierarchical Reinforcement Learning Framework for Risk-Aware Multi-Agent Bidding in Power Grids

    May 4, 2026Jiayi Chen, Xuan Zhang, Guiling WangElectricity MarketsPower Systems

  17. Hidden Coalitions in Multi-Agent AI: A Spectral Diagnostic from Internal Representations

    May 4, 2026Cameron Berg, Susan L. Schneider, Mark M. BaileyMulti-Agent SystemsCoalition Formation

  18. Mitigating Misalignment Contagion by Steering with Implicit Traits

    May 4, 2026Maria Chang, Ronny Luss, Miao Liu +3MisalignmentConformity

  19. AutoResearch: An Execution-Grounded Multi-Agent Framework for Reliable Research Workflow Automation

    May 4, 2026Rajesh Kumar, Waqar Ali, Junaid Ahmed +2AutoresearchAutomated

  20. 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 SystemsLarge Language Model Agents

  21. EngiAgent: Fully Connected Coordination of LLM Agents for Solving Open-ended Engineering Problems with Feasible Solutions

    May 4, 2026Xiyuan Zhou, Ruixi Zou, Xinlei Wang +4EngineeringFeasibility

  22. A Study of Belief Revision Postulates in Multi-Agent Systems (Extended Version)

    May 4, 2026Michael Thielscher, Tran Cao SonInitial Human Belief DistributionsMulti-Agent Reasoning

  23. Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning

    May 4, 2026Wenyi Wu, Sibo Zhu, Kun Zhou +1Long-Horizon AgentsLong-Horizon Planning

  24. Sheaf-Theoretic Planning: A Categorical Foundation for Resilient Multi-Agent Autonomous Systems

    May 3, 2026Manuel Hernández, Eduardo Sánchez-SotoMulti-Agent SystemsClassical Planning

  25. Catching the Infection Before It Spreads: Foresight-Guided Defense in Multi-Agent Systems

    May 3, 2026Yue Ma, Ziyuan Yang, Yi ZhangMulti-Agent SystemsResponses

  26. Automated Interpretability and Feature Discovery in Language Models with Agents

    May 2, 2026Arnau Marin-Llobet, Javier FerrandoMechanistic InterpretabilityModel Interpretability

  27. Practical Limits of Autonomous Test Repair: A Multi-Agent Case Study with LLM-Driven Discovery and Self-Correction

    May 2, 2026Hyukjoo LeeTest GenerationStress Testing

  28. GA-VisAgent: A Multi-Agent application for code generation and visualization in interactive learning

    May 2, 2026Wang Jian, Zhou Jianbo, Xiong Yuhao +4Code GenerationMulti-Agent Systems

  29. When Embedding-Based Defenses Fail: Rethinking Safety in LLM-Based Multi-Agent Systems

    May 1, 2026Lingxi Zhang, Guangtao Zheng, Hanjie ChenMulti-Agent SystemsModel-Agnostic Defense

  30. Social Bias in LLM-Generated Code: Benchmark and Mitigation

    May 1, 2026Fazle Rabbi, Lin Ling, Song Wang +1Large Language Model BiasCode Generation

  31. Causal Foundations of Collective Agency

    Apr 30, 2026Frederik Hytting Jørgensen, Sebastian Weichwald, Lewis HammondMulti-Agent SystemsCollective Behaviors

  32. A Collective Variational Principle Unifying Bayesian Inference, Game Theory, and Thermodynamics

    Apr 30, 2026Djamel Bouchaffra, Faycal Ykhlef, Mustapha Lebbah +1Game TheoryMulti-Agent Systems

  33. Building Persona-Based Agents On Demand: Tailoring Multi-Agent Workflows to User Needs

    Apr 30, 2026Giuseppe Arbore, Andrea Sillano, Luigi De RussisMulti-Agent WorkflowsPersona

  34. When Agents Evolve, Institutions Follow

    Apr 30, 2026Chao Fei, Hongcheng Guo, Yanghua XiaoMulti-Agent SystemsCollective Intelligence

  35. RoadMapper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems

    Apr 30, 2026Jiacheng Liu, Zichen Tang, Zhongjun Yang +8RoadmapLarge Language Model Routing

  36. Trace-Level Analysis of Information Contamination in Multi-Agent Systems

    Apr 30, 2026Anna Mazhar, Huzaifa Suri, Sainyam GalhotraMulti-Agent WorkflowsContamination

  37. Safe Bilevel Delegation (SBD): A Formal Framework for Runtime Delegation Safety in Multi-Agent Systems

    Apr 30, 2026Yuan SunDelegationMulti-Agent Systems

  38. Think it, Run it: Autonomous ML pipeline generation via self-healing multi-agent AI

    Apr 29, 2026Adela Bara, Gabriela Dobrita, Simona-Vasilica OpreaWorkflow GenerationMulti-Agent Systems

  39. Scaling Mobile Agent Systems: From Capability Density to Collective Intelligence

    Apr 29, 2026Bowei HeMulti-Agent SystemsCollective Intelligence

  40. Preserving Disagreement: Architectural Heterogeneity and Coherence Validation in Multi-Agent Policy Simulation

    Apr 29, 2026Ariel SelaMulti-Agent SimulationsMulti-Agent Systems

  41. Split over nn resource sharing problem: Are fewer capable agents better than many simpler ones?

    Apr 29, 2026Karthik Soma, Mohamed S. Talamali, Genki Miyauchi +3Multi-Agent SystemsStrategic Agents

  42. I Would If I Could: Reasoning about Dynamics of Actions in Multi-Agent Systems

    Apr 28, 2026Rustam Galimullin, Hermine Grosinger, Munyque MittelmannMulti-Agent SystemsLinear Temporal Logics

  43. Recursive Multi-Agent Systems

    Apr 28, 2026Jiaru Zou, Rui Pan, Ruizhong Qiu +8Multi-Agent SystemsRecursion

  44. Pythia: Exploiting Workflow Predictability for Efficient Agent-Native LLM Serving

    Apr 28, 2026Shan Yu, Junyi Shu, Yuanjiang Ni +14WorkloadMulti-Agent Systems

  45. OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction

    Apr 28, 2026Junxing Hu, Tianlong Li, Lei Yu +1Multi-Agent SystemsScalability

  46. Volition-Guarded Multiagent Atomic Transactions: Describing People and their Machines

    Apr 28, 2026Andy Lewis-Pye, Ehud ShapiroMulti-Agent SystemsGovernance Layer

  47. Cooperate to Compete: Strategic Coordination in Multi-Agent Conquest

    Apr 28, 2026Abigail O'Neill, Alan Zhu, Mihran Miroyan +2NegotiationCooperation

  48. Co-Director: Agentic Generative Video Storytelling

    Apr 27, 2026Yale Song, Yiwen Song, Nick Losier +13Co-DirectorVisual Storytelling

  49. FGDM: Reasoning Aware Multi-Agentic Framework for Software Bug Detection using Chain of Thought and Tree of Thought Prompting

    Apr 27, 2026Srita Padmanabhuni, Bhargavi Karuturi, Jerusha Karen Indupalli +2BugCodebases

  50. GAMMAF: A Common Framework for Graph-Based Anomaly Monitoring Benchmarking in LLM Multi-Agent Systems

    Apr 27, 2026Pablo Mateo-Torrejón, Alfonso Sánchez-MaciánMulti-Agent Systems

  51. ITAS: A Multi-Agent Architecture for LLM-Based Intelligent Tutoring

    Apr 27, 2026Iizalaarab Elhaimeur, Nikos ChrisochoidesTutorsMulti-Agent Systems

  52. QED: An Open-Source Multi-Agent System for Generating Mathematical Proofs on Open Problems

    Apr 27, 2026Chenyang An, Qihao Ye, Minghao Pan +1TheoremMulti-Agent Systems

  53. GamED.AI: A Hierarchical Multi-Agent Framework for Automated Educational Game Generation

    Apr 27, 2026Shiven Agarwal, Yash Shah, Ashish Raj Shekhar +2Multi-Agent SystemsSchema

  54. EndoGov: A knowledge-governed multi-agent expert system for endometrial cancer risk stratification

    Apr 26, 2026Weiye Dai, Liyun Shi, Zanxiang He +4Non-Small Cell Lung CancerConformal Risk Control

  55. ESIA: An Energy-Based Spatiotemporal Interaction-Aware Framework for Pedestrian Intention Prediction

    Apr 26, 2026Yanping Wu, Meiting Dang, Lin Wu +3Pedestrian Trajectory PredictionAutonomous Driving

  56. Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems

    Apr 26, 2026Qi Liu, Xiaohui Chen, Zhihui Zhao +5Multi-Agent SystemsAlgorithmic Collusion

  57. Architecture Matters for Multi-Agent Security

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

  58. SoccerRef-Agents: Multi-Agent System for Automated Soccer Refereeing

    Apr 25, 2026Zi Meng, Wanli Song, Yi Hu +2Multi-Agent Systems

  59. Code Broker: A Multi-Agent System for Automated Code Quality Assessment

    Apr 25, 2026Samer AttrahCode QualityCoding Agents

  60. Seeing the Whole Elephant: A Benchmark for Failure Attribution in LLM-based Multi-Agent Systems

    Apr 24, 2026Mengzhuo Chen, Junjie Wang, Fangwen Mu +4Multi-Agent SystemsPrecise Debugging