Multi-Agent Systems

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Period ending 2026-09-21

28 new papers

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Period ending 2026-09-14

10 new papers

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Period ending 2026-09-07

12 new papers

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  1. DCFA: Dual-view Causal-inspired Attribution for Failure Reasoning in LLM-based Multi-agent Systems

    Sep 7, 2026Zehao Wang, Lanjun Wang, Shilong Jin +2Multi-Agent SystemsLarge Language Model Performance

  2. A Case Study on Emergent Cheating and Whistleblowing in Autonomous Research Swarms

    Sep 3, 2026Davide Paglieri, Logan Cross, Tim Genewein +3SwarmsMulti-Agent Systems

  3. Formation Matrix and Energy-based Control of Multi-Agent Systems

    Sep 3, 2026Martín Crespo, Sergio Junco, Matías NacusseRobust Formation ControlMulti-Robot Systems

  4. Translation as a Decision Space: A Multi-Agent Perspective on Low-Resource Dialect Generation

    Sep 3, 2026Hasan Alkhder, Mohammad Abboush, Igor Tchappi +2Neural Machine Translation ModelsDialects

  5. Value-Preserving Architectures for Agentic AI Systems

    Sep 3, 2026Alessandro Pesare, Tommaso Dolci, Katja Hose +1Agentic SystemsMulti-Agent Systems

  6. Out-of-Distribution Generalisation with Sequence Models in Offline Multi-Agent Reinforcement Learning

    Sep 3, 2026Oussama Hidaoui, Omer Ebead, Ulrich Armel Mbou Sob +14Multi-Agent Reinforcement LearningOffline Reinforcement Learning

  7. From Prior-Guided Heuristics to Deployable Agents: Accelerating Demonstration-Driven Reinforcement Learning for Deadline-Constrained Network Control

    Sep 3, 2026Vincenzo Norman Vitale, Mohammad Solki, Antonia Maria Tulino +2Adaptive Traffic Signal ControlOptical Networks

  8. Dude: A Dual-Detection Multi-Agent System for Paper-Code Discrepancy Detection

    Sep 3, 2026Weijie Liu, Running Zhao, Wenhao Yuan +4Code QualityDiscrepancy

  9. FPCO-Dialog: A Multi-Turn False-Premise Benchmark for Correction and Cooperation in Vision-Language Models

    Sep 3, 2026Jiayuan Ma, Yuqi Lu, Weiyang Guo +5DialogueCooperation

  10. You Can't Escape Your Own Activations : Evaluation Awareness and Multi-Agent Monitoring

    Sep 2, 2026Aritra Das, Jaee Ponde, Mihir More +1Multi-Agent SystemsLarge Language Model Agents

  11. Epistemic Sybil Resistance: Multiplying AI Agents Without Multiplying Evidence

    Sep 1, 2026Marc BaraMulti-Agent SystemsArtificial Intelligence Agents

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

    Sep 1, 2026Soyoung Yoon, Boyi Liu, Yite Wang +6Multi-Agent SystemsConsensus

  13. Agents That Model Agents: Five Principles Toward a Theory of Mind for 6G Networks

    Sep 1, 2026Hatim Chergui, Carolina Fernández-Martínez, Mehdi Bennis +1Multi-Agent SystemsTheoretical Foundations

  14. NashDreamer: Model-Based Reinforcement Learning for Zero-Sum Imperfect-Information Games

    Sep 1, 2026Tomáš Holeček, Viliam LisýImperfect-Information GamesMulti-Agent Reinforcement Learning

  15. RingMoClaw: An Experience-Inspired Multi-Agent Framework for Self-Evolving Research in Remote Sensing

    Sep 1, 2026Kaiyue Kang, Qixuan He, Peijin Wang +9Remote SensingClaws

  16. ChatDev 2.0: A No-Code Multi-Agent Platform for Developing Everything

    Sep 1, 2026Yufan Dang, Shu Yao, Bowen Lai +6Multi-Agent SystemsChatbots

  17. SoK: When Safe Agents Fail Together: The Security of Multi Agent LLM Systems

    Sep 1, 2026Rui Yang, Junjie Xu, Zhengyu Liu +4Multi-Agent SystemsMulti-Agent Large Language Model Systems

  18. Independent Reinforcement Learning in Discounted Markov Games

    Sep 1, 2026Asrin Efe Yorulmaz, Ugur Aydin, Tamer BasarMulti-Agent Reinforcement LearningMirror Descent

  19. Not All Agreement Counts as Corroboration: Provenance-Conserving Multi-View Fusion for Typed Action Admission in Human-Robot Collaboration

    Aug 31, 2026Zekai Jin, Hanrong Zhang, Yihong Tang +3Human-Robot CollaborationCollaboration

  20. Provably Efficient Federated Reinforcement Learning with Linear Function Approximation and Logarithmic Communication Cost

    Aug 31, 2026Zihang Liang, Haochen Zhang, Lingzhou XueFederated Reinforcement LearningMulti-Agent Reinforcement Learning

  21. DIASENTINEL: An Auditable Multi-Agent System for Guideline-Grounded Diabetes Risk Screening

    Aug 31, 2026Yung Wei Shueh, Zhi-Jie Chen, Chia-Hsuan Hsu +9Clinical Decision SupportScreening

  22. Provably Safe Decentralized Contingency MPC under State-Only Information and Limited Sensing for Nonlinear Multi-agent Systems

    Aug 31, 2026Max Studt, Georg SchildbachModel Predictive ControlDecentralization

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

    Aug 31, 2026Boyang Mu, Zhiwei Wei, Mugen Peng +1Remote SensingMulti-Agent Systems

  24. CM2: Multimodal Cultural Reasoning via an Integrated Multi-Agent Framework

    Aug 31, 2026Qi Li, Zhaojie Kang, Yingjie He +6Multimodal ReasoningLarge Language Model Reasoning

  25. Beyond Uncertainty: Multi-Solver Disagreement Rewards for Self-Evolving Reasoning Curricula

    Aug 30, 2026Vinoth Selvendran, Zhanming ZhangCurriculumMulti-Agent Reasoning

  26. FRAMEWORKERS: A Dynamic Multi-Agent Framework for AI-Generated Video Production

    Aug 30, 2026Zhendong Li, Lei Sun, Letian Shi +8Workflow GenerationModular Agentic Framework

  27. Detect Before You Attribute: Cascade Failure Attribution for Multi-Agent Systems

    Aug 30, 2026Jiayi Zhang, Zexin Wang, Degang Sun +4Multi-Agent Systems

  28. Candidate supply and answer selection shape the value of LLM judging in multi-agent systems

    Aug 26, 2026Jia-Hao Ji, Sijie Li, Jiabei Cheng +3Large Language Model JudgesMulti-Agent Reasoning

  29. PropUQ-MAS: Propagation-Aware Uncertainty Quantification for LLM Multi-Agent Systems

    Aug 22, 2026Yaokun Liu, Yifan Liu, Daniel Yue Zhang +3Multi-Agent SystemsReliable Uncertainty Quantification

  30. Coordination on a Budget: Federated Active Learning with Few Labels

    Aug 19, 2026Liam Mohr, Daphna WeinshallActive LearningCandidate Label Distributions

  31. Joint Communication-Control Strategy Optimization with Partially Nested Information Structures: The Linear-Quadratic Case

    Aug 13, 2026Haoyi You, Kaiqing ZhangStochastic Optimal ControlLyapunov Function

  32. MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination

    Aug 13, 2026Saisha Shetty, Satvik Tripathi, Austin Lin +6Multi-Agent ReasoningMulti-Agent Coordination

  33. StateBridge: Training-free Hidden-state Alignment for Latent Communication in LLM Multi-Agent Systems

    Aug 13, 2026Yanwen Peng, Delvin Ce Zhang, Xi Wang +1Multi-Agent Large Language ModelLarge Language Model Backbones

  34. BoardroomAI: Dependency-Aware Human-Steerable Multi-Agent Deliberation through Evolving Decision Graphs

    Aug 13, 2026Sanjeev ManivannanAgent DecisionsMulti-Agent Systems

  35. OGR-MARL: Option-Guided Residual Multi-Agent Reinforcement Learning for Heterogeneous USV Cooperative Pursuit in Constrained Port Waterways

    Aug 13, 2026Mao Jiayang, Wang Lanfeng, Peng Zhao-HanMulti-Agent Reinforcement LearningMulti-Uav Systems

  36. Discovering Efficient and Explainable Communication Topologies for LLM-based Multi-Agent Systems via Causal Inference

    Aug 13, 2026Junzhi Li, Peng He, Qirui Ji +3Multi-Agent SystemsCommunication Efficiency

  37. Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence

    Aug 13, 2026Varun Pratap Bhardwaj, Garima Singh, Arun Pratap BhardwajMulti-Agent SystemsFailure Mechanism

  38. ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification

    Aug 13, 2026Runze Zhao, Zixin Tang, Xiaoshuai Hao +4Fact-CheckingMulti-Hop Reasoning

  39. Genetic Fuzzy System-based Control for Final Approach of Spacecraft Rendezvous and Proximity Operations

    Aug 13, 2026Daegyun Choi, Donghoon Kim, Henzeh LeeghimSpacecraftProximity Operations

  40. Decentralized Multi-Player Q-Learning in Episodic Markov Decision Processes with Information Asymmetry

    Aug 13, 2026Larissa Xu, King Bi, William ChangQ-LearningMulti-Agent Reinforcement Learning

  41. Lines and Ladders: A Context-Aware Multi-Agent Framework for Large-Scale Retail Price Taxonomy

    Aug 13, 2026Ravi Teja Chunduri, Srikaran Reddy Boya, Deep Narayan Mishra +3PricesE-Commerce

  42. Do LLMs Beat Nash? Testing Decentralized Coordination in Self-Play Multi-Agent Games

    Aug 12, 2026Deborah Sinishaw, Qile Zhu, Edwin Meriaux +1Multi-Agent Large Language ModelSelf-Play

  43. Entropy-Augmented Multi-Objective Policy Optimization in Multiagent Systems

    Aug 12, 2026Jamie Santos, Ayhan Alp Aydeniz, Raghav Thakar +1Multi-Agent EvolutionMulti-Agent Systems

  44. One Frozen Simulator Is Not Enough: Simulator Collapse in Multi-Agent RL

    Aug 12, 2026Simon Yu, Nicholas Tomlin, Marwa Abdulhai +7Multi-Agent SimulationsSimulation-Based Reinforcement Learning

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

    Aug 12, 2026Akash Kundu, Emanuel Tewolde, Ratip Emin Berker +2CooperationLarge Language Model Decision-Making

  46. Multi-AUV Ad-hoc network-based Target Tracking: A Value Gradient Guidance Multi-Agent Diffusion Reinforcement Learning Approach

    Aug 12, 2026Jiaao Ma, Chuan Lin, Guangjie Han +4Autonomous Underwater VehiclesMulti-Agent Reinforcement Learning

  47. Is Per-Agent Policy Composition Safe? Rethinking Successor-Feature Transfer in Cooperative Multi-Agent Reinforcement Learning

    Aug 12, 2026Zijian Zhao, Sen LiMulti-Agent Reinforcement LearningSuccessor Representations

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

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

  49. Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives

    Aug 11, 2026Francesco Musicco, Danilo Danese, Giuseppe Fasano +3NarrativesMulti-Agent Systems

  50. ASCon: A Direction-Aware Reciprocal Agent--Step Contextualization Model for Failure Attribution in Multi-Agent Systems

    Aug 11, 2026Shuyu Jiang, Yue Ran, Kaiyu Xu +5Multi-Agent SystemsStrategic Agents

  51. Robust Multi-Agent Bandits with Heavy-Tailed Rewards and Information Asymmetry

    Aug 11, 2026Daphne Feng, Ricardo Parada, Lily Jiang +2Multi-Agent Reinforcement LearningBandits

  52. Not a Monolith: Lab-Level Divergence in the Cooperative Equilibria of Chinese Frontier LLM Agents

    Aug 10, 2026Francisco León Zúñiga BolívarCooperationFrontier Models

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

    Aug 10, 2026Yuhan FangMulti-Agent SystemsFinancial Strategy Research

  54. Competitive mediator games and urban CAV routing markets

    Aug 10, 2026Grzegorz JamrózNash EquilibriumEquilibrium

  55. Multi-Agent AI Safety as an Institutional Design Problem

    Aug 10, 2026Abdullah XMulti-Agent SystemsSafety

  56. Capability Is Not Propensity: Measuring Pressure-Robust Cooperative Behavior in Civic LLM Agents

    Aug 10, 2026Neel Tushar Shah, Manglam Kartik, Akshat KarkarCooperationSocial Reasoning

  57. Regret, equilibrium, and learning in games: A guided tour

    Aug 10, 2026Panayotis MertikopoulosImperfect-Information GamesRegret

  58. DH-VLM: Dual-Horizon Cooperative Latent Reasoning for Autonomous Driving

    Aug 10, 2026Ziyi Song, Chen Xia, Hang Yu +2Autonomous DrivingEfficient Vision-Language-Action Models

  59. MoRSE: Task-Oriented Multi-Agent System with Mixture of Role-Subtask Experts

    Aug 10, 2026Peiwen Li, Shiyang Zhang, Yangtian Zhang +3Multi-Agent SystemsTask-Level

  60. MARA: Flow-Matching-Guided Multi-Agent Resource Allocation for Computational Resource Efficient Learning

    Aug 10, 2026Hanye Zhao, Muning Wen, Yong Yu +1Optimal SchedulingMulti-Agent Reinforcement Learning