Multi-Agent Systems

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

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

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-21

28 new papers

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

Period ending 2026-09-14

10 new papers

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

Period ending 2026-09-07

12 new papers

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

Inside this field

Focused directions

1,082 papers

Latest in Multi-Agent Systems

Browse all topics →
CardsList

  1. MDGAM-Based Cooperative Task Scheduling for Communication-Constrained Distributed Multi-Agent Systems

    Aug 1, 2026Licheng Wang, Mingtao Huang, Yuan ShenMulti-Agent Reinforcement LearningMulti-Robot Systems

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

    Aug 1, 2026Jiangwen Dong, Wanyu LinMulti-Agent SystemsNetwork Traffic

  3. MAPLE-Guard: Memory-Aware Link Enforcement Against Memory-Link Poisoning in Multi-Agent Systems

    Aug 1, 2026Wenjun Xiong, Yijin Zhou, Jiaqian Wang +6Multi-Agent SystemsDefense Strategies

  4. More Debate, Same Evidence: Structural Limits of Homogeneous Multi-Agent Groundedness

    Jul 31, 2026Yuelyu JiMulti-Agent DebateFact-Checking

  5. Transcript-Managed Transformers: Monotone Multi-Agent Collapse and Universality with Two Pop-Enabled Transcripts

    Jul 31, 2026Sergey SalishevAutomataTransitions

  6. Beyond Component Testing: Validating Agentic AI Systems

    Jul 31, 2026Fabio Orazio Mirto, Luca D'Agati, Giuseppe Tricomi +4Agentic SystemsMulti-Agent Systems

  7. SeekBrain: An Autonomous Multi-Agent System for Accelerating Neuroscience Discovery

    Jul 31, 2026Jiamin Wu, Peishan Xiang, Jingyang Chen +26Neurophysiological CorrelatesBrain

  8. Autonomous Repair for Multi-Agent Systems via Monte-Carlo Tree Search

    Jul 31, 2026Hanxiao Lu, Tianyi ZhangMulti-Agent SystemsMonte Carlo Tree Search

  9. Beyond Byzantine: An Organizational Consensus Algorithm for Self-Interested Agents Under Information Asymmetry

    Jul 31, 2026Jiawei Zhang, Jianbo LiuConsensus-Based ProtocolMulti-Agent Coordination

  10. When Unlearning Fails: Reliable Data Deletion under Post-Training in Agent Networks

    Jul 30, 2026Zihao Ding, Jun Huang, Liang DongFederated Reinforcement LearningRetraining

  11. MANTA: Multi-Agent Network Topology Adaptation for Self-Evolving Multi-Agent Systems

    Jul 30, 2026Mao-xun Huang, Jerry Wang, Yi-Cheng Lai +3Multi-Agent SystemsCommunication Efficiency

  12. SCOPE: Supply-Chain Operations through Coupled Policies for End-to-End Coordination

    Jul 30, 2026Yunhao Liang, Xianqi Cao, Pujun Zhang +4Supply Chain OptimizationMonotonic Inventory Estimation

  13. AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration

    Jul 30, 2026Xinxing Ren, Qianbo Zang, Ziyan Wang +4Coding AgentsCollaboration

  14. MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation

    Jul 30, 2026Dawei Wang, Di Zhao, Xinyuan Liu +5Multi-Agent Reinforcement LearningCredit Assignment

  15. ΣΣ-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems

    Jul 30, 2026Peilin Feng, Suorong Yang, Soujanya PoriaAgent MemoryMulti-Agent Systems

  16. Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis

    Jul 30, 2026Linus Sander, Fengjunjie Pan, Vahid Zolfaghari +3Multi-Agent SystemsScalability

  17. An Empirical Study of Coordination Mode as the First-Class Citizen in From-Scratch Multi-Agent Coding

    Jul 30, 2026Yanyu Ren, Yunfeng Bai, Xizheng Wang +2Multi-Agent SystemsCoordination

  18. Auditing Emergent LLM-Agent Collaboration through Cooperation-Obligation Coupling

    Jul 29, 2026Zuyuan Zhang, Hanqing Yang, Carlee Joe-Wong +1Algorithm AuditingCooperation

  19. UrbanDS: A Graph-Guided LLM Multi-Agent System for Data-Intensive Urban Tasks

    Jul 29, 2026Zhilun Zhou, Jianghao Yu, Yuming Lin +4Data LakesUrban Environments

  20. Semi-Decentralized Multi-Spacecraft Collision Avoidance under Communication Constraints

    Jul 29, 2026Grace Ra Kim, Mahdi Al-Husseini, Duncan Eddy +1Collision AvoidanceGlobal Coordination

  21. Collusion with Competitive Marginals: Price-Level Audits Are Blind by Construction

    Jul 29, 2026Xin Xu, Chengrui Wu, Jiayu Lu +3Algorithmic CollusionFirst-Price Auctions

  22. Learning Implicit Causal World Models from Multi-Agent Demonstrations

    Jul 28, 2026Jasorsi GhoshEfficient World-Action ModelWorld Models

  23. Even More Deception: Objective Misalignment in Mixed-Motive LLM Multi-Agent Systems

    Jul 28, 2026Marylou Fauchard, Florian Carichon, Margarida Carvalho +1Multi-Agent SystemsDeception

  24. Runtime Uncertainty Monitoring for LLM-Based Multi-Agent Systems Using Bayesian Networks

    Jul 28, 2026Bart Custers, Koorosh AslansefatLarge Language Model UncertaintyActuarial Reasoning Tasks

  25. Towards Faithful Sentimental Image Captioning via Evidence-Aware Multi-Agent Reasoning

    Jul 28, 2026Tiecheng Cai, Zexian Yang, Chao Chen +2Remote Sensing Image Change CaptioningHallucination Rate

  26. Cooperative Multi-UAV Navigation in Complex Environments via Systematic Multi-Agent Deep Reinforcement Learning

    Jul 28, 2026Yu Su, Nabil AoufMulti-Uav SystemsMulti-Agent Reinforcement Learning

  27. Shared Voxel-Map-Based Cooperative Indoor UAV Guidance with a Multi-Agent Soft Actor-Critic Controller

    Jul 28, 2026Thomas Hickling, Dylan Wynne, Yu Su +1Multi-Uav SystemsMulti-Robot Systems

  28. 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 Large Language Model SystemsOrganizational Scale

  29. SafeFlow: Semantic Information-Flow Control for Blocking Malicious Propagation in Multi-Agent Systems

    Jul 28, 2026Haowen Dai, Zonghao Ying, Wenfeng Li +10Multi-Agent SystemsMalicious Code

  30. PLATO: Pointer Learner for Agent and Task Openness

    Jul 27, 2026Alireza Saleh Abadi, Leen-Kiat Soh, Daniel Alan Redder +2Multi-Agent Reinforcement LearningOpen

  31. Denial of Deadline: Network-Driven Accuracy Collapse in Distributed Inference Pipelines

    Jul 27, 2026Jhonatan Tavori, Gur-Eyal Sela, Ion Stoica +1DeadlinesTrade-Off

  32. Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study

    Jul 27, 2026Diego Fernandez Arias, Dev Prashant Mistry, Ren Wang +1Multi-Agent Large Language Model SystemsArtificial Intelligence Detection

  33. Distributed Coordination for Resilient Multi-UAV Remote Sensing: A Photovoltaic Inspection Case Study

    Jul 27, 2026Guillermo GP-Lenza, Miguel Fernandez-Cortizas, Martin Molina +1Multi-Uav SystemsUncrewed Aerial Vehicles

  34. From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search

    Jul 27, 2026Junlin Liu, Jiangwang Chen, Zixin Song +7Knowledge DistillationAgentic Reinforcement-Learning Framework

  35. Quality-Adaptive Multi-UAV 3D Reconstruction with Sparse Workload Redistribution

    Jul 27, 2026Benjamin Sportich, Kenza Boubakri, Olivier Simonin +1Multi-Uav Systems3D Reconstruction

  36. Algorithms for Equilibria in Concurrent Stopping Games

    Jul 27, 2026Léonard Brice, Thomas A. Henzinger, K. S. ThejaswiniNash EquilibriumZero--Sum Differential Game

  37. A Comparative Study of MCP and A2A for Inter-Agent Coordination in LLM-Based Systems

    Jul 26, 2026Ionut Predoaia, Tuong Manh Vu, Konstantinos Barmpis +2Model Context ProtocolCoordination

  38. GNN-based Multi-Agent Control of Traffic Shockwaves in Sparse Vehicular Ad-hoc Networks

    Jul 26, 2026Prachi Nandi, Madhuri Malakar, Sonakshi Satpathy +1Adaptive Traffic Signal ControlMulti-Agent Reinforcement Learning

  39. TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs

    Jul 26, 2026Muhammad Umar Farooq Qaisar, Lin Zhang, Zhen Chen +3Multi-Uav SystemsInternet Of Thing

  40. Multi-Agent Privacy Game in Federated Learning: A Unified Mean-Field View

    Jul 25, 2026Kun Zhao, Xu ChenFederated LearningAI Privacy Risks and Protection

  41. AgentHOI: Multi-Agent Reasoning for Human-Object-Interaction Video Generation via Implicit Representation Alignment

    Jul 24, 2026Ziyao Huang, Shunkai Li, Juan Cao +7Articulated ObjectsAgentic Video Generation

  42. Predictive Lightweight MARL for Resilient Coverage in Sparse-Signaling Aerial Networks

    Jul 24, 2026Chuan-Chi Lai, Ang-Hsun TsaiUnmanned Aerial Vehicle SwarmsWireless Resource Allocation

  43. Variance-Reduced Q-Learning over Static and Time-Varying Networks

    Jul 24, 2026Sreejeet Maity, Feng Zhu, Aritra Mitra +1Multi-Agent Reinforcement LearningValue Functions

  44. Multi-Agent System-driven Digital Twins for predictive maintenance: architectures, technologies and open research challenges

    Jul 24, 2026Korota Arsène Coulibaly, Mohamed HamlichDigital TwinsDigital Twin Framework

  45. Compact Latent Coordination for Autonomous Vehicles at Unsignalized Intersections

    Jul 23, 2026Gil Lifshits, Igal Bilik, Gilad KatzMulti-Agent Reinforcement LearningAutonomous Driving

  46. MemTools: A Unified Research Framework for Interoperable Agent Memory

    Jul 23, 2026Chengfeng Zhao, Jinhui Chen, Sirui Liang +4Agent MemoryMulti-Agent Systems

  47. 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 ZhangEconomiesHuman-In-The-Loop

  48. Explainable Belief Harmonization under Dynamic Epistemic Partitions

    Jul 23, 2026Adam Kostka, Jarosław A. ChudziakMulti-Agent ReasoningAnswer Set Programming

  49. GLP: A Grassroots, Multiagent, Concurrent, Logic Programming Language for AI

    Jul 23, 2026Ehud ShapiroMulti-Agent SystemsGovernance Layer

  50. Commitment To Cooperation With Self-Negotiated Contracts

    Jul 23, 2026Tim Wyse, Kaitlin Bustos, Yulia Volkova +1CooperationNegotiation

  51. Exposure is Optional: Learning Unlike Coordination in Language Models

    Jul 22, 2026Jiamu Luo, Shane Steinert-ThrelkeldLinguisticsCo-Occurrence

  52. Coordinating from Memory: Graph-Structured Experience Reuse for Multi-Agent Adaptation in Dynamic Manufacturing

    Jul 22, 2026Chengxiao Dai, Zhanhui Lin, Zhaokun Yan +3Multi-Agent Reinforcement LearningGlobal Coordination

  53. Dreamer-CPC: Message Learning with World Models for Decentralized Multi-agent Reinforcement Learning

    Jul 22, 2026Taisuke Takayama, Naoto Yoshida, Tadahiro TaniguchiMulti-Agent Reinforcement LearningModel-Free Reinforcement Learning

  54. CHMAS: A Coupled Hierarchical Framework for Multi-Agent Reinforcement Learning

    Jul 21, 2026Dongming Wang, Jie Xu, Yanyu Zhang +1Multi-Agent Reinforcement LearningMulti-Agent Systems

  55. Teleportation Game: Quantum Teleportation in Multi-Agent Systems for Interactive Music

    Jul 21, 2026Eduardo Reck Miranda, Scott Yeiichi OshiroMulti-Agent SystemsMusic Generation

  56. Comparative Study of Multi-Agent Actor-Critic Algorithms in Parameterized Action Reinforcement Learning

    Jul 21, 2026Ubayd Ali Bapoo, Clement N NyirendaMulti-Agent Reinforcement LearningSoft Actor-Critic

  57. How network perturbations distort agreement trajectories in LTI multi-agent systems

    Jul 21, 2026Gal Barkai, Irinel-Constantin MorărescuMulti-Agent CoordinationRobust Formation Control

  58. Strategy-Following Multi-Agent Deep Reinforcement Learning Considering Control Strategies Provided to Other Agents

    Jul 21, 2026Yamato Takahagi, Gentoku Nakasone, Yoshinari Motokawa +1Multi-Agent Reinforcement LearningMulti-Agent Systems

  59. A Self-Evolving Default Action for Cooperative Tasks with Continuous Action Space

    Jul 21, 2026Shuangyao HuangMulti-Agent Reinforcement LearningAction Space

  60. Scalable Policy Optimization for Networked Multi-Agent Reinforcement Learning with Continuous State-Action Spaces

    Jul 20, 2026Dongming Wang, Pengcheng Dai, Wenwu Yu +1Multi-Agent Reinforcement LearningMarkov Decision Processes