Multi-Agent Systems

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Period ending 2026-09-21

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  1. A Multi-Agent AI System for Automated High School Transcript Processing: Collaborative Document Analysis at Scale

    Jun 11, 2026Ben Torkian, Jun ZhouMulti-Agent SystemsAccurate Transcription

  2. Temporally Consistent Graph Q-Networks for Intelligent Network Control

    Jun 11, 2026Zacharias Veiksaar, Maxime BoutonDeep Q-NetworksMulti-Agent Reinforcement Learning

  3. Safety-Contract Graph Multi-Agent Reinforcement Learning for Autonomous Network Security Response

    Jun 11, 2026Jose Luis Lima de Jesus SilvaMulti-Agent Reinforcement LearningSecurity

  4. Multi-Agent Reinforcement Learning from Delayed Marketplace Feedback for Objective-Weight Adaptation in Three-Sided Dispatch

    Jun 11, 2026Haochen Wu, Yi Hou, Shiguang XieLast MileMulti-Agent Reinforcement Learning

  5. Confidence Composition for Multiagent Language Model Systems

    Jun 11, 2026Ali Elahi, Michael J. Curry, Barbara Di EugenioMulti-Agent DebateConfidence Calibration

  6. How Task Structure Limits Multi-Agent Success: An Information-Theoretic Analysis

    Jun 11, 2026Shi Pan, Ming LuoMulti-Agent SystemsSingle-Agent

  7. Multi-Modal Multi-Agent Robotic Cognitive Alignment enabled by Non-Invasive Consumer Brain Computer Interfaces: A Proof of Concept Exploration

    Jun 11, 2026Nataliya Kosmyna, Liz Jenkins, Anoop K. SinhaMulti-Agent SystemsHuman-Robot Interaction

  8. αα-fair heterogeneous agent reinforcement learning

    Jun 11, 2026Yao-hua Franck Xu, Tayeb Lemlouma, Jean-Marie Bonnin +1Fairness-Aware LearningMulti-Agent Reinforcement Learning

  9. The Illusion of Multi-Agent Advantage

    Jun 11, 2026Prathyusha Jwalapuram, Hehai Lin, Chuyuan Li +7Multi-Agent SystemsTable Reasoning Datasets

  10. MAStrike: Shapley-Guided Collusive Red-Teaming on Multi-Agent Systems

    Jun 11, 2026Chejian Xu, Zhaorun Chen, Jingyang Zhang +5Multi-Agent SystemsRed-Teaming

  11. PRISM: Prosody-Integrated Multi-Agent Reasoning Framework for Empathetic Spoken Dialogue

    Jun 11, 2026Wen Zhang, Xiaocui Yang, Zhuoyue Gao +3EmpathyConversational Datasets

  12. The Internet of Agentic AI: Communication, Coordination, and Collective Intelligence at Scale

    Jun 11, 2026Quanyan ZhuMulti-Agent SystemsCollective Intelligence

  13. Individual Control Barrier Functions-Guided Diffusion Model for Safe Offline Multi-Agent Reinforcement Learning

    Jun 10, 2026Qingyun Guo, Junyi Shi, Jianuo Huang +1Multi-Agent Reinforcement LearningOffline Reinforcement Learning

  14. DARRMS -- An Efficient Algorithm for Dynamic Attention Radius in Resource-Constrained Multi-Agent Systems

    Jun 10, 2026Benjamin Alcorn, Eman HammadMulti-Agent Systems

  15. CCKS: Consensus-based Communication and Knowledge Sharing

    Jun 10, 2026Jinyuan Zu, Xiaowei Lv, Yongcai Wang +5Multi-Agent Reinforcement LearningAction Selection

  16. MODF-SIR: A Multi-agent Omni-modal Distilled Framework for Social Intelligence Reasoning

    Jun 10, 2026Shang Ma, Jisheng Dang, Wencan Zhang +6Multi-Modal Large Language ModelsCollective Intelligence

  17. Embodied-BenchClaw: An Autonomous Multi-Agent System for Embodied Spatial Intelligence Benchmark Construction

    Jun 10, 2026Baoyang Jiang, Fengchun Zhang, Leyuan Wang +7Embodied Spatial IntelligenceEmbodied Agents

  18. Boltzmann Attention: Learnable Ising Couplings for Cooperative Attention

    Jun 10, 2026Gilhan Kim, Daniel K. ParkSequence ModelingTwo-Dimensional Ising Model

  19. SAIGuard: Communication-State Simulation for Proactive Defense of LLM Multi-Agent Systems

    Jun 10, 2026Ruxue Shi, Yili Wang, Mengnan Du +4Multi-Agent SystemsAgentic Systems

  20. Multi-Agent Reasoning with Adaptive Worker Allocation for Stance Detection

    Jun 10, 2026Meysam Sabbaghan, Arman Zareian Jahromi, Doina CarageaMulti-Agent Reasoning

  21. The Shibboleth Effect: Auditing the Cross-Lingual Distributional Skew of Large Language Models

    Jun 9, 2026Hakan MehmetcikCross-Lingual ConsistencyLarge Language Model Bias

  22. Phi-Actor-Critic: Steering General-Sum Games to Pareto-Efficient Correlated Equilibria

    Jun 9, 2026Wongyu Lee, Francesco Lelli, Omran Ayoub +1Multi-Agent Reinforcement LearningSoft Actor-Critic

  23. T1-Bench: Benchmarking Multi-Scenario Agents in Real-World Domains

    Jun 9, 2026Genta Indra Winata, Amartya Chakraborty, Yuzhen Lin +12Agentic BenchmarksMulti-Agent Systems

  24. LLM-Mediated Demand Response Coordination in Smart Microgrids

    Jun 9, 2026J. de Curtò, I. de ZarzàDemand ResponseSmart Grids

  25. Divide and Cooperate: Role-Decomposed Multi-Agent LLM Training with Cross-Agent Learning Signals

    Jun 9, 2026Jaewan Park, Solbee Cho, Jay-Yoon LeeMulti-Agent Large Language ModelAgentic Search

  26. Decentralized Multi-Agent Systems with Shared Context

    Jun 9, 2026Yuzhen Mao, Azalia MirhoseiniMulti-Agent SystemsTest-Time Scaling

  27. Multi-agent rendezvous in fluid flows via reinforcement learning

    Jun 9, 2026Bocheng Li, Jingran Qiu, Lihao ZhaoMulti-Agent Reinforcement LearningFluid Dynamics

  28. Dmsh: A Multi-Agent Reinforcement Learning Framework for All-Quad Mesh Generation

    Jun 9, 2026Anirudh Kalyan, Cosmin Anitescu, Xiaoying Zhuang +3MeshesMulti-Agent Reinforcement Learning

  29. CoCoSI: Collaborative Cognitive Map Construction for Spatial Intelligence

    Jun 9, 2026Yiming Zhang, Ruoxuan Cao, Zhihang ZhongCognitive MapSpatial Memory

  30. OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics

    Jun 8, 2026Mingxian Lin, Shengju Qian, Yuqi Liu +9Agentic BenchmarksArena

  31. Shape Formation for the Cooperative Transportation of Arbitrary Objects Using Multi-Agent Reinforcement Learning

    Jun 8, 2026Mohamed Sayed, Wolfram Burgard, Tanja Katharina KaiserMulti-Robot SystemsMulti-Agent Reinforcement Learning

  32. Visual Para-Thinker++: A Single-Policy Multi-Agent Framework for Visual Reasoning

    Jun 8, 2026Haoran Xu, Hongyu Wang, Yifei Gao +4Multi-Agent ReasoningVisual Reasoning

  33. MAGIS: Evidence-Based Multi-Agent Reasoning for Interpretable Strabismus Clinical Decision-Making

    Jun 8, 2026Xikai Tang, Yifan Wang, Jiafan Zhuang +12OphthalmologyDiagnostic Benchmark

  34. Deterministic Execution of ROS 2 Applications via Lingua Franca

    Jun 8, 2026Harun Teper, Shaokai Lin, Shulu Li +2Robot Operating SystemDeterministic

  35. A Multi-Agent System for IPMSM Design Optimization via an FEA-AI Hybrid Approach

    Jun 8, 2026Jinseong Han, Sunwoong Yang, Namwoo KangAi-Based FrameworkLlm-Based Optimization Modeling

  36. A multi-agent system for spine MRI report generation from multi-sequence imaging

    Jun 8, 2026Zhiping Xiao, Junwei Yang, Gongbo Sun +12Magnetic Resonance ImagingCervical Spine

  37. A Resilience-as-a-Service assessment framework for coordinated disruption response in interdependent urban transit systems

    Jun 7, 2026Sara Jaber, S. M. Hassan Mahdavi, Neila Bhouri +1Transit Network DesignResilience

  38. Systems-Level Planning and Coordination of Truck-Drone Collaborative Delivery Networks

    Jun 7, 2026Didem Cicek, Burak KantarciMulti-Drone CoordinationCoordination

  39. ConMem: Structured Memory-Guided Adaptation in Training-Free Multi-Agent Systems

    Jun 7, 2026Zhixun Tan, Qiang Chen, Tairan Huang +2Multi-Agent SystemsHierarchical Graph Memory

  40. Benchmarking Open-Ended Multi-Agent Coordination in Language Agents

    Jun 6, 2026Kale-ab Abebe Tessera, Andras Szecsenyi, Cameron Barker +7Multi-Agent CoordinationMulti-Agent Large Language Model

  41. Toward Human-Centered Multi-Agent Systems: Integrating Cognition, Culture, Values, and Cooperation in AI Agents

    Jun 6, 2026Safia Baloch, Rahemeen KhanMulti-Agent SystemsHuman-Ai Collaboration

  42. Cooperative Long Rope Skipping via Multi-Agent Reinforcement Learning

    Jun 6, 2026Zihao Wang, Shijie Peng, Kerui Wu +6BadmintonMulti-Agent Reinforcement Learning

  43. DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning

    Jun 6, 2026Hangui Lin, Yan Shu, Zhengyang Liang +6Multimodal ReasoningVisual Reasoning

  44. Voting Protocols as Coordination Mechanisms for Role-Constrained Multi-Agent Tutoring Systems

    Jun 6, 2026Eric S. Qiu, Joyce GillMulti-Agent CoordinationCoordination

  45. GRPO Does Not Close the Multi-Agent Coordination Gap

    Jun 5, 2026Najmul Hasan, Prashanth BusiReddyGariMulti-Agent CoordinationGroup Relative Policy Optimization

  46. SPARC: A Multi-Agent System for Electrical Circuit Question Answering

    Jun 5, 2026Mushtari Sadia, Zhenning Yang, Umme Habiba Lamia +3CircuitsMulti-Agent Systems

  47. Representational Similarity and Model Behavior in Multi-Agent Interaction

    Jun 5, 2026Yujin Potter, Seun Eisape, Shiyang Lai +6CooperationSemantic Similarity Metrics

  48. Beyond Goodhart's Law: A Dynamic Benchmark for Evaluating Compliance in Multi-Agent Systems

    Jun 5, 2026Yiyang Zhao, Zhuo Zhang, Qingxuan Le +2Agentic BenchmarksMulti-Agent Systems

  49. Modelling Opinion Dynamics at Scale with Deep MARL

    Jun 5, 2026Lukas Seier, Brandon Kaplowitz, Sebastian Towers +2Opinion DynamicsMulti-Agent Reinforcement Learning

  50. Audio-Oscar: A Multi-Agent System for Complex Audio Scene Generation, Orchestration, and Refinement

    Jun 5, 2026Yifan Duan, Qixiang Xu, Hengtao Wu +6Joint Audio-Video GenerationZero-Shot Text-To-Speech

  51. DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning

    Jun 5, 2026Lingyong Yan, Can Xu, Yukun Zhao +13Deep ResearchMulti-Agent Systems

  52. Learning Multi-Agent Communication Protocol: Study on Information Entropy Efficiency in MARL

    Jun 5, 2026Xinren Zhang, Zixin Zhong, Jiadong YuMulti-Agent Reinforcement LearningCommunication Efficiency

  53. A Multi-Operator Mixed-Reality Interface for Multi-Robot Control and Coordination: Co-Located and Private Workspace Collaboration

    Jun 5, 2026Omotoye Shamsudeen Adekoya, Antonio Sgorbissa, Carmine Tommaso RecchiutoMulti-Robot SystemsTeleoperation

  54. AdMem: Advanced Memory for Task-solving Agents

    Jun 5, 2026Runzhe Wang, Huilin Lu, Shengjie Liu +2Agent MemoryLong-Term Memory

  55. MADRAG: Multi-Agent Debate with Retrieval-Augmented Generation for Training-Free Analytic Essay Scoring

    Jun 4, 2026Ali Keramati, Shiyuan Zhou, Sharad Mehrotra +1Automated Essay ScoringLlm-As-A-Judge

  56. CAF-Gen: A Multi-Agent System for Enriching Argumentation Structures

    Jun 4, 2026Jakub Bąba, Jarosław A. ChudziakAbstract ArgumentationMulti-Agent Systems

  57. DNQ: Deep Nash Q-Network for Partially Observable n-Player Games

    Jun 4, 2026Qintong Xie, Edward Koh, Xavier Cadet +1Deep Q-NetworksImperfect-Information Games

  58. CollabSim: A CSCW-Grounded Methodology for Investigating Collaborative Competence of LLM Agents through Controlled Multi-Agent Experiments

    Jun 4, 2026Jiaju Chen, Bo Sun, Yuxuan Lu +3CollaborationLarge Language Model Agents

  59. Emergent Language as an Approach to Conscious AI

    Jun 4, 2026Zengqing Wu, Chuan XiaoMultilingual AgentsArtificial Intelligence Systems

  60. Learning to Contest: Decentralized Robust Fairness in Cooperative MARL via Cross-Attention

    Jun 4, 2026Can SavcıMulti-Agent Reinforcement LearningAdversaries