Multi-Agent Systems

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Period ending 2026-09-21

28 new papers

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Period ending 2026-09-07

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  1. Pessimism-Free Offline Learning in General-Sum Games via KL Regularization

    Apr 30, 2026Claire Chen, Yuheng ZhangKullback-Leibler RegularizationOffline Reinforcement Learning

  2. Causal Foundations of Collective Agency

    Apr 30, 2026Frederik Hytting Jørgensen, Sebastian Weichwald, Lewis HammondMulti-Agent SystemsCollective Behaviors

  3. The Effects of Visual Priming on Cooperative Behavior in Vision-Language Models

    Apr 30, 2026Kenneth J. K. OngVision-LanguagePriming

  4. A Collective Variational Principle Unifying Bayesian Inference, Game Theory, and Thermodynamics

    Apr 30, 2026Djamel Bouchaffra, Faycal Ykhlef, Mustapha Lebbah +1Game TheoryMulti-Agent Systems

  5. Building Persona-Based Agents On Demand: Tailoring Multi-Agent Workflows to User Needs

    Apr 30, 2026Giuseppe Arbore, Andrea Sillano, Luigi De RussisMulti-Agent WorkflowsPersona

  6. When Agents Evolve, Institutions Follow

    Apr 30, 2026Chao Fei, Hongcheng Guo, Yanghua XiaoMulti-Agent SystemsCollective Intelligence

  7. RoadMapper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems

    Apr 30, 2026Jiacheng Liu, Zichen Tang, Zhongjun Yang +8RoadmapLarge Language Model Routing

  8. Trace-Level Analysis of Information Contamination in Multi-Agent Systems

    Apr 30, 2026Anna Mazhar, Huzaifa Suri, Sainyam GalhotraMulti-Agent WorkflowsContamination

  9. Safe Bilevel Delegation (SBD): A Formal Framework for Runtime Delegation Safety in Multi-Agent Systems

    Apr 30, 2026Yuan SunDelegationMulti-Agent Systems

  10. What Suppresses Nash Equilibrium Play in Large Language Models? Mechanistic Evidence and Causal Control

    Apr 29, 2026Paraskevas V. Lekeas, Giorgos StamatopoulosNash EquilibriumCooperation

  11. A High-Throughput Compute-Efficient POMDP Hide-And-Seek-Engine (HASE) for Multi-Agent Operations

    Apr 29, 2026Timothy Flavin, Sandip SenPartially Observable Markov Decision ProcessMulti-Agent Reinforcement Learning

  12. TRUST: A Framework for Decentralized AI Service v.0.1

    Apr 29, 2026Yu-Chao Huang, Zhen Tan, Mohan Zhang +3Trustworthy Artificial IntelligenceAlgorithm Auditing

  13. PALCAS: A Priority-Aware Intelligent Lane Change Advisory System for Autonomous Vehicles using Federated Reinforcement Learning

    Apr 29, 2026Yassine Ibork, Nhat Ha Nguyen, Myounggyu Won +1Federated Reinforcement LearningAutonomous Driving

  14. Think it, Run it: Autonomous ML pipeline generation via self-healing multi-agent AI

    Apr 29, 2026Adela Bara, Gabriela Dobrita, Simona-Vasilica OpreaWorkflow GenerationMulti-Agent Systems

  15. Scaling Mobile Agent Systems: From Capability Density to Collective Intelligence

    Apr 29, 2026Bowei HeMulti-Agent SystemsCollective Intelligence

  16. Preserving Disagreement: Architectural Heterogeneity and Coherence Validation in Multi-Agent Policy Simulation

    Apr 29, 2026Ariel SelaMulti-Agent SimulationsMulti-Agent Systems

  17. Split over nn resource sharing problem: Are fewer capable agents better than many simpler ones?

    Apr 29, 2026Karthik Soma, Mohamed S. Talamali, Genki Miyauchi +3Multi-Agent SystemsStrategic Agents

  18. I Would If I Could: Reasoning about Dynamics of Actions in Multi-Agent Systems

    Apr 28, 2026Rustam Galimullin, Hermine Grosinger, Munyque MittelmannMulti-Agent SystemsLinear Temporal Logics

  19. Recursive Multi-Agent Systems

    Apr 28, 2026Jiaru Zou, Rui Pan, Ruizhong Qiu +8Multi-Agent SystemsRecursion

  20. Pythia: Exploiting Workflow Predictability for Efficient Agent-Native LLM Serving

    Apr 28, 2026Shan Yu, Junyi Shu, Yuanjiang Ni +14WorkloadMulti-Agent Systems

  21. OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction

    Apr 28, 2026Junxing Hu, Tianlong Li, Lei Yu +1Multi-Agent SystemsScalability

  22. Volition-Guarded Multiagent Atomic Transactions: Describing People and their Machines

    Apr 28, 2026Andy Lewis-Pye, Ehud ShapiroMulti-Agent SystemsGovernance Layer

  23. A Survey of Multi-Agent Deep Reinforcement Learning with Graph Neural Network-Based Communication

    Apr 28, 2026Valentin Cuzin-Rambaud, Laetitia Matignon, Maxime MorgeMulti-Agent Reinforcement LearningGnn-Based Detectors

  24. Optimal UGV-UAV Cooperative Partitioning and Inspection of Shortest Paths

    Apr 28, 2026Ninh Nguyen, Srinivas AkellaMulti-Uav SystemsShortest Paths

  25. Cooperate to Compete: Strategic Coordination in Multi-Agent Conquest

    Apr 28, 2026Abigail O'Neill, Alan Zhu, Mihran Miroyan +2NegotiationCooperation

  26. Zero Shot Coordination for Sparse Reward Tasks with Diverse Reward Shapings

    Apr 28, 2026Keenan Powell, Peihong Yu, Pratap TokekarMulti-Agent Reinforcement LearningSparse Rewards

  27. MultiHedge: Adaptive Coordination via Retrieval-Augmented Control

    Apr 27, 2026Feliks Bańka, Jarosław A. ChudziakLarge Language Model Decision-MakingGlobal Coordination

  28. Co-Director: Agentic Generative Video Storytelling

    Apr 27, 2026Yale Song, Yiwen Song, Nick Losier +13Co-DirectorVisual Storytelling

  29. FGDM: Reasoning Aware Multi-Agentic Framework for Software Bug Detection using Chain of Thought and Tree of Thought Prompting

    Apr 27, 2026Srita Padmanabhuni, Bhargavi Karuturi, Jerusha Karen Indupalli +2BugCodebases

  30. GradMAP: Gradient-Based Multi-Agent Proximal Learning for Grid-Edge Flexibility

    Apr 27, 2026Yihong Zhou, Hongtai Zeng, Thomas MorstynSmart GridsPower Systems

  31. GAMMAF: A Common Framework for Graph-Based Anomaly Monitoring Benchmarking in LLM Multi-Agent Systems

    Apr 27, 2026Pablo Mateo-Torrejón, Alfonso Sánchez-MaciánMulti-Agent Systems

  32. Measuring Successful Cooperation in Human-AI Teamwork: Development and Validation of the Perceived Cooperativity and Teaming Perception Scales

    Apr 27, 2026Christiane Attig, Christiane Wiebel-Herboth, Patricia Wollstadt +3Human-Ai CollaborationCooperation

  33. An Analysis of the Coordination Gap between Joint and Modular Learning for Job Shop Scheduling with Transportation Resources

    Apr 27, 2026Moritz Link, Jonathan Hoss, Noah KlarmannCoordination

  34. ITAS: A Multi-Agent Architecture for LLM-Based Intelligent Tutoring

    Apr 27, 2026Iizalaarab Elhaimeur, Nikos ChrisochoidesTutorsMulti-Agent Systems

  35. QED: An Open-Source Multi-Agent System for Generating Mathematical Proofs on Open Problems

    Apr 27, 2026Chenyang An, Qihao Ye, Minghao Pan +1TheoremMulti-Agent Systems

  36. GamED.AI: A Hierarchical Multi-Agent Framework for Automated Educational Game Generation

    Apr 27, 2026Shiven Agarwal, Yash Shah, Ashish Raj Shekhar +2Multi-Agent SystemsSchema

  37. MarketBench: Evaluating AI Agents as Market Participants

    Apr 26, 2026Andrey Fradkin, Rohit KrishnanArtificial Intelligence AgentsGlobal Coordination

  38. EndoGov: A knowledge-governed multi-agent expert system for endometrial cancer risk stratification

    Apr 26, 2026Weiye Dai, Liyun Shi, Zanxiang He +4Non-Small Cell Lung CancerConformal Risk Control

  39. ESIA: An Energy-Based Spatiotemporal Interaction-Aware Framework for Pedestrian Intention Prediction

    Apr 26, 2026Yanping Wu, Meiting Dang, Lin Wu +3Pedestrian Trajectory PredictionAutonomous Driving

  40. DLM: Unified Decision Language Models for Offline Multi-Agent Sequential Decision Making

    Apr 26, 2026Zhuohui Zhang, Bin Cheng, Bin HeMulti-Agent Reinforcement LearningOffline Reinforcement Learning

  41. Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems

    Apr 26, 2026Qi Liu, Xiaohui Chen, Zhihui Zhao +5Multi-Agent SystemsAlgorithmic Collusion

  42. Architecture Matters for Multi-Agent Security

    Apr 25, 2026Ben Hagag, William L. Anderson, Christian Schroeder de Witt +1Multi-Agent SystemsSecurity

  43. SoccerRef-Agents: Multi-Agent System for Automated Soccer Refereeing

    Apr 25, 2026Zi Meng, Wanli Song, Yi Hu +2Multi-Agent Systems

  44. CODA: Coordination via On-Policy Diffusion for Multi-Agent Offline Reinforcement Learning

    Apr 25, 2026Marcel Hedman, Kale-ab Abebe Tessera, Juan Claude Formanek +5Multi-Agent Reinforcement LearningOffline Reinforcement Learning

  45. Cooperative Informative Sensing for Monitoring Dynamic Indoor Environments via Multi-Agent Reinforcement Learning

    Apr 25, 2026Kanghoon Lee, Matthew M. Sato, Jinnyeong Yang +7Multi-Agent Reinforcement LearningMulti-Robot Systems

  46. Code Broker: A Multi-Agent System for Automated Code Quality Assessment

    Apr 25, 2026Samer AttrahCode QualityCoding Agents

  47. Don't Make the LLM Read the Graph: Make the Graph Think

    Apr 24, 2026Yuqi Sun, Tianqin Meng, George Liu +4Multi-Agent ReasoningReasoning Graphs

  48. Seeing the Whole Elephant: A Benchmark for Failure Attribution in LLM-based Multi-Agent Systems

    Apr 24, 2026Mengzhuo Chen, Junjie Wang, Fangwen Mu +4Multi-Agent SystemsPrecise Debugging

  49. From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company

    Apr 24, 2026Zhengxu Yu, Yu Fu, Zhiyuan He +5Multi-Agent Systems

  50. Beyond Single-Agent Alignment: Preventing Context-Fragmented Violations in Multi-Agent Systems

    Apr 24, 2026Jie Wu, Ming GongMulti-Agent SystemsSafety Alignment

  51. Task-Driven Co-Design of Heterogeneous Multi-Robot Systems

    Apr 23, 2026Maximilian Stralz, Meshal Alharbi, Yujun Huang +1Multi-Robot SystemsCo-Design

  52. Envisioning Sensemaking in Multi-Human, Multi-Agent Collaborative Knowledge Work

    Apr 23, 2026Zhitong Guan, Soo Young RiehHuman-Ai CollaborationMulti-Agent Systems

  53. Learning to Communicate: Toward End-to-End Optimization of Multi-Agent Language Systems

    Apr 23, 2026Ye Yu, Heming Liu, Haibo Jin +3Multi-Agent Large Language ModelMulti-Agent Reasoning

  54. HiCrew: Hierarchical Reasoning for Long-Form Video Understanding via Question-Aware Multi-Agent Collaboration

    Apr 23, 2026Yuehan Zhu, Jingqi Zhao, Jiawen Zhao +2Agentic Video GenerationMulti-Agent Reasoning

  55. Decoupled Travel Planning with Behavior Forest

    Apr 23, 2026Duanyang Yuan, Sihang Zhou, Yanning Hou +7TourGlobal Coordination

  56. Strategic Heterogeneous Multi-Agent Architecture for Cost-Effective Code Vulnerability Detection

    Apr 23, 2026Zhaohui Geoffrey WangVulnerability Detection & RepairMulti-Agent Systems

  57. SpatiO: Adaptive Test-Time Orchestration of Vision-Language Agents for Spatial Reasoning

    Apr 23, 2026Chan Yeong Hwang, Miso Choi, Sunghyun On +2Spatial ReasoningMulti-Agent Reasoning

  58. Multi-Agent Empowerment and Emergence of Complex Behavior in Groups

    Apr 22, 2026Tristan Shah, Ilya Nemenman, Daniel Polani +1Intrinsic MotivationEmergence

  59. Agentic AI for Personalized Physiotherapy: A Multi-Agent Framework for Generative Video Training and Real-Time Pose Correction

    Apr 22, 2026Abhishek Dharmaratnakar, Srivaths Ranganathan, Anushree Sinha +1Agentic Video GenerationTeleoperation

  60. Learning to Evolve: A Self-Improving Framework for Multi-Agent Systems via Textual Parameter Graph Optimization

    Apr 22, 2026Shan He, Runze Wang, Zhuoyun Du +4Multi-Agent EvolutionMulti-Agent Systems