Decentralized Multi-Agent System

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Period ending 2026-09-14

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Period ending 2026-09-07

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  1. Recursive Reasoning or Statistical Extrapolation? In-Context Learning in Multi-Agent Interdependent Decision-Making

    Sep 16, 2026Yu Liu, Wenwen Li, Yifan Dou +1Multi-Agent ReasoningContextual Reasoning

  2. Collective Loss of Control in LLM Agent Systems: An Epidemic Account of Mutation, Contagion, and Recovery

    Sep 16, 2026Xiangfan Wu, Zonghao Ying, Huiyu Wu +4Decentralized Multi-Agent System

  3. BusMA: A Bus Communication Substrate for Multi-Agent Systems

    Sep 14, 2026Yanwen Peng, Delvin Ce Zhang, Xi Wang +1Decentralized Multi-Agent System

  4. Agentic Share-of-Search: A Multi-Agent AI System for Competitive Decision-Making in LLM-Mediated E-Commerce

    Sep 12, 2026Spandan Ghose ChowdhuryAgentic CommerceAgentic Search

  5. Sci-MMR: Benchmarking Multi-Step Evidence-Grounded Scientific Reasoning in Multimodal Agents

    Sep 12, 2026Jiaqiang Li, Yajie Yang, Zhiheng Xi +15Evidence-Grounded ReasoningScientific Discovery

  6. ORCH: Organizational Principles Enable Collective Intelligence in Embodied AI

    Sep 12, 2026Zhengran Ji, Jonathan Hyun, Boyuan ChenDecentralized Multi-Agent SystemCollective Intelligence

  7. Multi-Agent Agentic Graph Learning via Structural Signatures

    Sep 10, 2026Liang Qu, Jianxin Li, Hua WangMulti-Agent ReasoningHierarchical Graph Memory

  8. SpeechAnnotator: A Context-Aware Multi-Agent Framework and Benchmark for Multidimensional Speech Annotation

    Sep 9, 2026Qirui Zhan, Shuiyuan Wang, Jingbin Hu +10Speaker IdentityDecentralized Multi-Agent System

  9. HiRAD: A Flexible Large-Scale AGV Routing System

    Sep 9, 2026Yunjie Huang, Ruizhong Wu, Mengxuan Zhang +3Multi-Agent PickupVehicle Routing Problem

  10. Who Are They to Each Other? Multi-Agent Reasoning for Speaker Relationship Inference

    Sep 9, 2026Yaohan Guan, Yen-Ju Lu, Yuzhe Wang +5Multi-Agent ReasoningSpeaker Identity

  11. AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems

    Sep 8, 2026Jaewon Chu, Jinwoo Seo, Jaewon Cho +4Decentralized Multi-Agent SystemGradient-Based Optimization

  12. The Internal Anatomy of Strategic Choice in Large Language Models

    Sep 7, 2026Vinícius Ferraz, Leon Houf, Enrico FerreaHeterogeneous AgentsAnatomy

  13. AgentLeak: Cloning Stronger LLM Agent Capabilities onto Weaker Agents Beyond Skill Stealing

    Sep 7, 2026Xiaoting Lyu, Yuhong Wu, Yufei Han +6Language Model Evasion AttacksLarge Language Model Agents

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

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

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

    Sep 3, 2026Hasan Alkhder, Mohammad Abboush, Igor Tchappi +2DialectsTranslation

  16. Value-Preserving Architectures for Agentic AI Systems

    Sep 3, 2026Alessandro Pesare, Tommaso Dolci, Katja Hose +1Decentralized Multi-Agent SystemHuman Values

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

    Sep 1, 2026Marc BaraMulti-Agent Artificial Intelligence SystemsArtificial Intelligence Agents

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

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

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

    Sep 1, 2026Yufan Dang, Shu Yao, Bowen Lai +6Heterogeneous AgentsChatbots

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

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

  21. 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

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

    Aug 31, 2026Yung Wei Shueh, Zhi-Jie Chen, Chia-Hsuan Hsu +9DiabetesRisk Scores

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

    Aug 31, 2026Max Studt, Georg SchildbachDecentralized Multi-Agent SystemModel Predictive Control

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

    Aug 31, 2026Boyang Mu, Zhiwei Wei, Mugen Peng +1Remote SensingDecentralized Multi-Agent System

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

    Aug 31, 2026Qi Li, Zhaojie Kang, Yingjie He +6Multimodal ReasoningLLM Reasoning Methods

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

    Aug 30, 2026Zhendong Li, Lei Sun, Letian Shi +8End-To-End Agentic SystemData Generation Pipelines

  27. 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

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

    Aug 22, 2026Yaokun Liu, Yifan Liu, Daniel Yue Zhang +3Decentralized Multi-Agent SystemUncertainty Propagation

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

    Aug 13, 2026Saisha Shetty, Satvik Tripathi, Austin Lin +6Multi-Agent ReasoningStep-Level Failure Attribution

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

    Aug 13, 2026Sanjeev ManivannanAgent DecisionsDecentralized Multi-Agent System

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

    Aug 13, 2026Varun Pratap Bhardwaj, Garima Singh, Arun Pratap BhardwajReliabilityStep-Level Failure Attribution

  32. 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

  33. 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

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

    Aug 12, 2026Jamie Santos, Ayhan Alp Aydeniz, Raghav Thakar +1Multi-Objective Evolutionary AlgorithmMulti-Agent Artificial Intelligence Systems

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

    Aug 12, 2026Zijian Zhao, Sen LiMulti-Agent Reinforcement LearningSingle-Agent

  36. Scaling Laws for Majority-based Opinion Dynamics in the Presence of Stubborn Agents

    Aug 11, 2026Luke Meredith, Arpan MukhopadhyayOpinion DynamicsHeterogeneous Agents

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

    Aug 11, 2026Shuyu Jiang, Yue Ran, Kaiyu Xu +5Step-Level Failure AttributionDecentralized Multi-Agent System

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

    Aug 10, 2026Yuhan FangDecentralized Multi-Agent SystemFinancial Strategy Research

  39. The Politician, the Liar, and the Obedient Worker: Emerging Behavior of LLM Agents in Hierarchical Games

    Aug 10, 2026Fatemeh Seyedin, Adrian Weller, Jinhyuk Yun +1Game-Theoretic FrameworkLarge Language Model Agents

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

    Aug 10, 2026Peiwen Li, Shiyang Zhang, Yangtian Zhang +3Decentralized Multi-Agent SystemSkewed Expert Demand

  41. Automating and Scaling Behavioral Scientific Research on AI Agents

    Aug 10, 2026Soo Yong Lee, Jongha Lee, Jaewan Chun +7Agent ResearchArtificial Intelligence Agents

  42. ForestBench: A Unified Graph Framework for Evaluating Multi-Agent Collaboration

    Aug 9, 2026Guo Chen, Ziwen Li, Reed Li +4Decentralized Multi-Agent SystemBenchmark Environment

  43. Population-Scalable Multi-Agent World Modeling

    Aug 9, 2026Renjie Zhao, Yuxiang Wu, Mingyu Zhang +7Decentralized Multi-Agent SystemWorld Models and Dynamics

  44. Large Multimodal Agents for Intelligent Transportation Systems: Architectures, Evidence, and Deployment Challenges

    Aug 8, 2026Muhammad Ayub Sabir, Shaohong Zheng, Zhiyu Qu +2Multimodal AgentsDecentralized Multi-Agent System

  45. Lingjing: A Simulation Testbed for Multi-Agent Embodied Tasks in Open-Ended Cities

    Aug 8, 2026Xiaohe Li, Yiru Wang, Junhao Fan +6Multi-Agent SimulationsEmbodied Artificial Intelligence

  46. IntelliAudit: Using Large Language Models to Evaluate Audit Controls

    Aug 7, 2026Allison Wilson, Sina Moradi Sabet, Diar Shakimov +4Algorithm AuditingDecentralized Multi-Agent System

  47. Same physical state, different collective dynamics: state encodings select synchronization outcomes in language-model agents

    Aug 7, 2026Takahiro Ezaki, Naoto Imura, Katsuhiro NishinariCollective BehaviorsHeterogeneous Agents

  48. Multi-Agent Forensic Reasoning for Generalizable Deepfake Video Detection

    Aug 7, 2026Xuechao Zou, Shun Zhang, Kai Li +6Deepfake DetectionForgeries

  49. When Coordination Becomes a Threat: Communication Attacks in LLM-Controlled Multi-Robot Systems

    Aug 7, 2026Zhen Huang, Zhihuang Liu, Weijia Shi +3Multi-Robot SystemsMulti-Agent Large Language Model Systems

  50. SyncSBC: Decentralized Swarm Behavior Prediction for Synchronized Autonomous Control

    Aug 6, 2026Varun Raveendra, Connor Mattson, Daniel S. BrownSwarmsDecentralization

  51. Online Security Learning in Cooperative Multi-Agent Systems under Hidden Byzantine Attacks

    Aug 6, 2026Ximing Sun, Yue WangByzantine-Robust AggregationDecentralized Multi-Agent System

  52. The Bitter Lesson of Tool Calling

    Aug 6, 2026Ishan Patel, Sahil Sen, Elias Lumer +1Large Language Model CallsSingle-Agent

  53. From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks

    Aug 6, 2026Christo Kurisummoottil Thomas, Omar Hashash, Walid SaadDigital TwinsHeterogeneous Agents

  54. Computationally Efficient Collaborative Communication Via Regularity-Based Coarsening

    Aug 5, 2026Mark Bedaywi, Scott Emmons, Nika Haghtalab +1Secure AggregationProtocol

  55. AgenticVAU: Multi-Agent Explore-Verify Reasoning for Video Anomaly Understanding

    Aug 4, 2026Yuxiang Duan, Huining Li, Ao Li +6Video Anomaly DetectionFine-Grained Video Understanding

  56. Traceable Multi-Agent System for Knowledge-Based Forecasting

    Aug 4, 2026Junhyeok Kang, Sangjun Han, Hyeokjun Choe +1Retrieval-Augmented ForecastingDecentralized Multi-Agent System

  57. Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity

    Aug 4, 2026Anjun Hu, Hanting Xie, Saranya Govindan +2Collaborative FilteringDecentralized Multi-Agent System

  58. Shared Prefixes, Better Credit: Adaptive Routing for Multi-Agent Reasoning

    Aug 3, 2026Yiqing Liu, Zihao Wang, Hantao Yao +2Multi-Agent ReasoningFine-Grained Credit Assignment

  59. Steganalysis of Adaptive Covert Collusion in Tool-Using Agent Populations: A Black-Box, Cross-Principal Approach

    Aug 3, 2026Mohamed Chahine GhanemSteganographyAlgorithmic Collusion

  60. Securing Agentic AI: From Per-Action Checks to Trajectory Assurance

    Aug 3, 2026Alireza Lotfi, Subangkar Karmaker Shanto, Imtiaz Karim +1Artificial Intelligence RiskProduction Agentic Systems