Multi-Agent Systems

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Period ending 2026-09-21

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  1. Automating and Scaling Behavioral Scientific Research on AI Agents

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

  2. ML-Based Hierarchical Prediction for Practical Energy Scheduling in Dynamic NTN-WPT Systems

    Aug 9, 2026Zhanyu Ju, Wenchi ChengWireless Resource AllocationMulti-Agent Reinforcement Learning

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

    Aug 9, 2026Guo Chen, Ziwen Li, Reed Li +4Multi-Agent SystemsEvaluation Benchmarks

  4. Multi-Agent Reinforcement Learning via Agent-Specific Preference

    Aug 9, 2026Ni Mu, Yao Luan, Yiqin Yang +1Multi-Agent Reinforcement LearningProcess Reward Modeling

  5. Fluid Structure, Rigid Record: A Layered Organizational Design Framework for Agent-Native Organizations

    Aug 9, 2026Lucian ZhuOrganizational ScaleCoordination

  6. LatticeMind: A Conflict-Aware Memory Primitive for Multi-Agent Systems

    Aug 8, 2026Heng Zhou, Lian Zhang, Yutao Fan +5Agent MemoryMulti-Agent Large Language Model Systems

  7. IRPol-Fuse: Energy-structure coordination for infrared polarization fusion under low visibility

    Aug 8, 2026Zhuangfan Huang, Chusheng Fang, Xiaosong Li +3Infrared-Visible Image FusionInfrared

  8. Per-Shipment Multi-Agent Reinforcement Learning for Intermodal Freight Routing Under Hurricane Disruption

    Aug 7, 2026Aliza Sharmin, Xudong Wang, Mustafa Can Camur +1Last MileMulti-Agent Reinforcement Learning

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

    Aug 7, 2026Allison Wilson, Sina Moradi Sabet, Diar Shakimov +4Algorithm AuditingMulti-Agent Systems

  10. Analyzing the Interaction of Optimal Strategies in Mean-Payoff Bidding Games

    Aug 7, 2026Shaull Almagor, Guy Avni, Julian EwaiedFirst-Price AuctionsMulti-Agent Systems

  11. Beyond Call and Response: Modelling Reciprocal Coordination in Human-AI Vocal Ensembles

    Aug 7, 2026Polina ProutskovaChorusVoice Agents

  12. Why Study Emergent Behavior When You Can Regulate It? Aligning Multi-Agent Systems with Reward Prediction

    Aug 7, 2026Assaf Caftory, Almog Zemach, Moshe Butman +1Multi-Agent Reinforcement LearningMulti-Agent Systems

  13. EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision

    Aug 7, 2026Chao Fei, Qingyi Si, Kaihua Liang +3Multi-Agent EvolutionMulti-Agent Systems

  14. A MARL Centered Reference Architecture for Large Language Model Augmentation in Smart Manufacturing

    Aug 7, 2026Fouad Bahrpeyma, Dirk ReicheltMulti-Agent Reinforcement LearningIterative Reinforcement Learning

  15. PHOENIX: Fine-Tuned SLM-Powered Autonomous Satellite Lifetime Extension via Predictive Self-Healing and Multi-Agent AI Recovery

    Aug 7, 2026Sumaiya Islam, Harsha Kumara MoraliyageSatelliteHeterogeneous Edge Devices

  16. CMU-Drive and V2V-VLA: Cooperative Multi-agent Unified Driving with Reasoning Benchmark and Vehicle-to-Vehicle Vision-Language-Action Models

    Aug 7, 2026Hsu-kuang Chiu, Stephen F. SmithEfficient Vision-Language-Action ModelsAutonomous Driving

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

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

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

    Aug 7, 2026Zhen Huang, Zhihuang Liu, Weijia Shi +3Multi-Robot SystemsMultiple Attack Surfaces

  19. Plan-and-Avoid: Real-Time Aircraft Trajectory Coordination in a Multi-Agent Environment

    Aug 6, 2026Huseyin Emre Tekaslan, Ella M. Atkins, Natasha NeogiAir Traffic ControlCollision Avoidance

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

    Aug 6, 2026Ximing Sun, Yue WangByzantine AttacksMulti-Agent Systems

  21. The Bitter Lesson of Tool Calling

    Aug 6, 2026Ishan Patel, Sahil Sen, Elias Lumer +1Large Language Model CallsTool

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

    Aug 6, 2026Nuzhat Khan, Indrakshi DeyMulti-Agent SystemsConsensus

  23. A Two-Tier Perspective on Inference-Time Parallelism in Multi-Agent LLM Systems

    Aug 6, 2026Zihan Xu, Haolin Tian, Hai JiangMulti-Agent Large Language Model SystemsMulti-Agent Systems

  24. Multi-Agent Reinforcement Learning for Online Traffic Scheduling in Time-Sensitive Application

    Aug 5, 2026Marcos Carvalho, Fatih Temiz, Shavbo Salehi +2SchedulingMulti-Agent Reinforcement Learning

  25. Multi-Agent Transformer for Queue-Level XR Traffic Scheduling in TSN Networks

    Aug 5, 2026Marcos Carvalho, Fatih Temiz, Shavbo Salehi +2Multi-Agent Reinforcement LearningScheduling

  26. Computationally Efficient Collaborative Communication Via Regularity-Based Coarsening

    Aug 5, 2026Mark Bedaywi, Scott Emmons, Nika Haghtalab +1Multi-Agent CoordinationCommunication

  27. PRIMAL3: Pathfinding via Reinforcement and Imitation Multi-Agent Learning - Leveraging LaCAM3

    Aug 5, 2026Chengyang He, Tanishq Duhan, Gadiel Sznaier Camps +6Multi-Agent Path FindingMulti-Agent Reinforcement Learning

  28. A-SR: Self-Evolving Agentic LLMs for Symbolic Regression via Hierarchical Coordination

    Aug 5, 2026Wenxiao Zhao, Dong Liu, Kaiyi Xu +9Symbolic RegressionSelf-Evolving Agents

  29. Calibrating Artificial Guilt: Neurally Grounded Reward Shaping for Prosocial Multi-Agent Reinforcement Learning

    Aug 5, 2026Aaditya Mehta, Arya ShahPotential-Based Reward ShapingMulti-Agent Reinforcement Learning

  30. HELENA:Hierarchical Sparse Coordination over a Union of Complementary Topologies for MAS

    Aug 5, 2026Zhifang Mao, Linyao Zheng, Xuhang Shi +1Multi-Agent SystemsMulti-Robot Systems

  31. Emergence of Reputation-Based Cooperation in LLM Agents

    Aug 5, 2026Kazuya Horibe, Kenji Itao, Wataru ToyokawaCooperationLarge Language Model Agents

  32. RouteGuard: Certifying Routing Gain in LLM Multi-Agent Systems When Complementarity Is Not Enough

    Aug 5, 2026Anchen Sun, Kaiqi YangLarge Language Model RoutingMulti-Agent Large Language Model

  33. Structured LLM Reasoning for Zero-Shot Human--Robot Coordination Under Hidden Goals

    Aug 5, 2026Dong Hae Mangalindan, Anand Gokhale, Francesco Bullo +1Human-Robot CollaborationTheory-Of-Mind Reasoning

  34. FedCritic-MIMO: Communication-Efficient Serverless Federated Critic Learning for Massive-MIMO Resource Control in Open and Disaggregated 6G RANs

    Aug 4, 2026Amin Farajzadeh, Melike Erol-KantarciFederated Reinforcement LearningMulti-Agent Reinforcement Learning

  35. History Matters: Meta-policy Delegation with Heterogeneous Multi-agent Reinforcement Learning

    Aug 4, 2026Ziqing Lu, Avinash Reddy Mudireddy, Sarra Alqahtani +1Multi-Agent Reinforcement LearningMulti-Agent Systems

  36. Agents Catching Agents: Shortcut Cascades and Benchmark Gaming in Clinical Multi-Agent Systems

    Aug 4, 2026Sebastián Andrés Cajas Ordóñez, Agastya Munnangi, Aldo Marzullo +13Agent DecisionsMulti-Agent Systems

  37. Is Inter-Seed Cross-Play Enough? Evaluating the Robustness of Zero-Shot Coordination Algorithms to Implementation Details

    Aug 4, 2026Maksymilian Wolski, Nicholas Hoernle, Johannes Forkel +1Multi-Agent CoordinationMulti-Agent Reinforcement Learning

  38. Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning

    Aug 4, 2026Kejian Zhu, Zhuoran Jin, Dongqi Huang +4Multimodal AgentsMulti-Agent Reinforcement Learning

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

    Aug 4, 2026Chenfei Yan, Zeyang Yue, Feifei Zhao +6Multi-Agent SystemsMisinformation

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

    Aug 4, 2026Junhyeok Kang, Sangjun Han, Hyeokjun Choe +1Multi-Agent SystemsNarratives

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

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

  42. Forecasting Revenue with its Customer-Base Drivers: When and Why Coordination Helps

    Aug 3, 2026Kyeongbin Kim, Daniel McCarthy, Dokyun LeeLlm-Based Forecasting MethodsCoordination

  43. VeriTrace: Human-Like Temporal Exploration Completes Agentic Action Space

    Aug 3, 2026Yu-Tung Liu, Cunxi YuVhdlFlexible Register Transfer Level Design Automation

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

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

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

    Aug 3, 2026Mohamed Chahine GhanemSteganographyAlgorithmic Collusion

  46. CockpitHAT: Dependency-Graph-Driven Hierarchical Attribution for Embodied Multi-Agent Cockpits

    Aug 3, 2026Wei Wang, Shuanghe Liu, Zhu Zhuo +4Multi-Agent SystemsSafety-Critical Scenarios

  47. Heterogeneous Multi-Agent Reinforcement Learning for Radio Resource Management under Coupled Finite-Horizon Constraints

    Aug 3, 2026Yeonseo Jeong, Wonhyeok Ko, Sungweon Hong +1Wireless Resource AllocationOpen Radio Access Networks

  48. SyncPlan: Long-Horizon LLM Coordination with Explicit Synchronization and Adaptive Correction

    Aug 3, 2026Shen You, Xiaoming Zhu, Weining Weng +17Large Language Model PlanningCoordination

  49. A Forward-Inverse Dynamic Game Framework for Enhanced Multi-Agent Trajectory Planning

    Aug 3, 2026Tianle Liu, Youcheng Niu, Jing Zeng +2Zero--Sum Differential GameMulti-Agent Reinforcement Learning

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

    Aug 3, 2026Alireza Lotfi, Subangkar Karmaker Shanto, Imtiaz Karim +1Artificial Intelligence SafetyDelegation

  51. Training Small LLMs as Spatial Multi-Agent Policies

    Aug 2, 2026Yi Mao, Andrew PerraultMulti-Agent Reinforcement LearningDecoupling

  52. Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races

    Aug 2, 2026Phu Hoa Pham, Duy Minh Dao Sy, Trung Kiet Huynh +9Artificial Intelligence SystemsMulti-Agent Systems

  53. Policy Optimality Measurement for Multi-Vehicle Decision-Making: From Extrinsic Indicators to Intrinsic Quality

    Aug 2, 2026Ye Han, Lijun Zhang, Dejian MengMulti-Agent Reinforcement LearningAutonomous Driving

  54. MA-HEAD-Net: Adaptive Rule-Guided Multi-Agent DRL for AoI Minimization in UAV-Assisted Emergency Networks

    Aug 2, 2026Yixin Zhang, Zhuohui Yao, Wenchi Cheng +1Multi-Uav SystemsStochastic Delays

  55. When Collaboration Becomes a Trigger: Collective Evidence-Threshold Backdoors in Multi-Agent Systems

    Aug 2, 2026Jia-Hao Xiao, Lei Feng, Min-Ling ZhangMulti-Agent SystemsBackdoor Attacks

  56. From AI Technical Debt to Agentic Technical Debt: A Systematic Mapping of Root Causes and Manifestations in Agentic AI Systems

    Aug 2, 2026Muhammad Tukur, Hayatullahi B. Adeyemo, Tao Chen +5Agentic SystemsTrustworthy Artificial Intelligence

  57. MasDrift: Benchmarking Authorization Preservation Across Multi-Agent Architectures

    Aug 2, 2026Zhuoning Xu, Xiucheng Zhang, Hanjun Luo +3Multi-Agent SystemsDelegation

  58. Neuro-Symbolic Participation Governance for Verifiable AI Agents in Open Digital Twin Ecosystems

    Aug 2, 2026Juan Li, Wei Cai, Yan BaiMulti-Agent SystemsArtificial Intelligence Agents

  59. When Prompts Control Robots: Prompt Injection Attacks in Multi-Agent Robotic Systems

    Aug 1, 2026Neha Nagaraja, Amisha Bagari, Hayretdin BahsiMulti-Robot SystemsAttacker-Chosen Wrong Answer

  60. HetGPS: Scalable Graph Multi-Agent Reinforcement Learning with Physics-Anchored Adaptive Safety for EV Charging

    Aug 1, 2026Xiangwei Wang, Nanduni Nimalsiri, Yu Xia +2Electric VehiclesMulti-Agent Reinforcement Learning