Multi-Agent Consensus

Latest papers 75

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  1. Entropy-Gated Belief Coordination for Decentralized Multi-Agent Search Under Intermittent Communication

    Oct 5, 2026Mohamed Abdelnaby, Kevin LeahyBelief-Space PlanningMulti-Agent Coordination

  2. Counting Moves, Weighing Voices: Bayesian Dialectical Argumentation for Calibrated Multi-LLM Councils under Persistent Adversaries

    Oct 1, 2026Ionel Eduard Stan, Paolo NapoletanoLanguage Model CalibrationComputational Argumentation

  3. Consensus and Factual Dynamics in Large Populations of Interacting Language Models

    Sep 30, 2026Emanuele Ricco, Elia Onofri, Vincenzo Sammartino +1Hallucination in Language ModelsMulti-Agent Consensus

  4. Multi-agent discussion gains less when dissent is withheld

    Sep 29, 2026Chand Sahil Mansuri, Xin Wang, Mengying Li +4Multi-Agent LLM SystemsOpinion Dynamics

  5. LLMs Trust Their Own: Identity-Dependent Conformity in Multi-Agent Systems

    Sep 27, 2026Liron Soffer, Ravid Shwartz-Ziv, Chen ShaniNormative Conformity in Language ModelsSocial Bias in Language Models

  6. ZO-COSMO: Index-Free One-Hop Mixing for Decentralized Zeroth-Order Optimization

    Sep 23, 2026Shengjun Zhang, Tingyi Liu, Heng Zhang +1Communication-Efficient Distributed TrainingMulti-Agent Consensus

  7. Calibration Is Not Verification: Falsifiability-Aware Conformal Routing for Mixture-of-Agents

    Sep 22, 2026Nada Rahali, Zijia Wang, Zhisong LiuFactual Consistency EvaluationConformal Prediction

  8. AC-DC: Adaptive Communication for Scalable Dynamic Average Consensus in Multi-Robot Ergodic Search

    Sep 21, 2026Robin Inho Kee, Begum Cannataro, Vasileios TzoumasMulti-Robot CoordinationMulti-Agent Consensus

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

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

  10. A latent dimension of Condorcet's jury theorem for multiple AI advisers

    Sep 13, 2026Kazutoshi Sasahara, Aoi Naito, Ryo FujieSocial Choice TheoryMulti-Agent Consensus

  11. When Agents Disagree: Bayesian Backward Reasoning as a Label-Free Anchor for Multi-Agent Collective Decision-Making

    Sep 12, 2026Ken Chen, Wei Wang, Sachith Seneviratne +2Multi-Agent LLM SystemsBayesian Inference

  12. Networked Admissibility-Preserving Control for Directed Safe Coordination

    Sep 8, 2026Abhinav Sinha, Lohitvel Gopikannan, Shashi Ranjan KumarSafety-Critical ControlControl Barrier Functions

  13. A Distributed Consensus Particle Filter for Target Tracking using Autonomous Surface Vessels

    Sep 8, 2026Carter Noh, Kyle Crandall, Connor Yates +1Particle FilteringMulti-Agent Consensus

  14. Remember and Reweight: Enhancing Multi-Agent Debate with Experience Memory and Confidence Estimation

    Sep 3, 2026Xuanfa Jin, Zhijian Ma, Yongcheng Zeng +3AI Agent ReliabilityMulti-Agent Debate

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

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

  16. Physics of Agents: Statistical Mechanics Predicts Collective Behavior of AI Agents

    Aug 17, 2026Batu El, Jinhee Paeng, Fatih Dinc +7Multi-Agent LLM SystemsOpinion Dynamics

  17. Heterogeneity-Aware Belief Synchronization for Semantic Communication in AI-Native 6G Networks

    Aug 13, 2026Muhammad Hannan Akram, Muhammad Abubakar Rashid, Wassi Haider Kabir +36G NetworksSemantic Communication

  18. Certifying Collective Reasoning in Multi-Agent Systems via Koopman Spectral Analysis

    Aug 6, 2026Nuzhat Khan, Indrakshi DeyMulti-Agent DebateMulti-Agent Consensus

  19. When Truth Is Distributed: Misinformation Derails Collective Fact Recovery in LLM-Based Multi-Agent Systems

    Aug 4, 2026Chenfei Yan, Zeyang Yue, Feifei Zhao +6AI Agent EvaluationMulti-Agent Systems

  20. Relational Priors as Convergence Pressure in LLM-Based Multi-Agent Systems

    Aug 4, 2026Ming Shen, Chao Shang, Sadat Shahriar +4Multi-Agent LLM SystemsMulti-Agent Coordination

  21. Emergence of Biased Consensus in Multi-Agent LLM Debates

    Aug 3, 2026Maya OkawaOpinion DynamicsSocial Bias in Language Models

  22. Microscopic dynamics of consensus formation in multi-agent LLM Naming Games

    Aug 3, 2026Cristiano De Nobili, Vijayasri Iyer, Alessandro Codello +1Multi-Agent ConsensusMulti-Agent LLMs

  23. Resilient Consensus-Based Target Tracking under False Data Injection Attacks in Multi-Agent Networks

    Aug 2, 2026Amir Ahmad Ghods, Mohammadreza DoostmohammadianFalse Data Injection AttacksFault Detection

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

    Jul 31, 2026Jiawei Zhang, Jianbo LiuMulti-Agent CoordinationMechanism Design

  25. Belief Coevolution in a Social Network of Generalist and Specialist Large Language Models

    Jul 29, 2026Germans Savcisens, Samantha Dies, Courtney Maynard +1Multi-Agent LLM SystemsAgent-Based Modeling