Multi-Agent System Optimization

Ask about this topic

Momentum

10 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 130

All topics
CardsList

  1. Token-Efficient Multi-Agent Collaboration via System One-Guided Computational Division of Labor

    Oct 6, 2026Zihan Zhou, Xinzhe Hu, Hanxu Yang +2Multi-Agent LLM SystemsMulti-Agent System Optimization

    University of Electronic Science and Technology of China · Southwestern University of Finance and Economics

  2. Parallelism or Concession? Concurrency-Aware Procurement Negotiation for Agentic Commerce

    Oct 5, 2026Xiaolin Xu, Donghao ZhuMulti-Agent System OptimizationAutomated Negotiation

    School of Business Nanjing University Nanjing, Jiangsu, China · Institute of Business Sciences University of Tsukuba Bunkyo-ku, Tokyo, Japan · University of Tokyo Market Design Center Bunkyo-ku, Tokyo, Japan

  3. Multi-agent Auditory Scene Analysis: Improved Localization Speed and Robustness by Multi-beamformed Speech Quality Feedback

    Sep 30, 2026Caleb RasconMulti-Agent System OptimizationDirection-of-Arrival Estimation

    Instituto de Investigaciones en Matematicas Aplicadas y en Sistemas, Universidad Nacional Autonoma de Mexico, Circuito Escolar 3000, Coyoacan, 03740, Ciudad de Mexico, Mexico.

  4. Topological Coherence for Self-evolving Multi-agent Systems

    Sep 29, 2026Sen Zhao, Ruiqi Kong, Zuyu Zhang +4Multi-Agent System OptimizationMulti-Agent Coordination

    Academy of Advanced Interdisciplinary Studies, Chongqing University of Posts and Telecommunications, Chongqing, China · School of Artificial Intelligence, Chongqing University of Posts and Telecommunications, Chongqing, China · Towngas, China +1

  5. FlowMAS: Learning Multi-Agent Workflow Topology via Information-guided Generative Flow Network

    Sep 29, 2026Haitao Wang, Chenjing Liang, Haipeng Zhang +6Multi-Agent LLM SystemsMulti-Agent System Optimization

    Fujian Key Laboratory of Urban Intelligent Sensing and Computing, Xiamen University, Xiamen, China · School of Computer, National University of Defense Technology, China

  6. Decomposition Buys Integrity, Not Yield

    Sep 15, 2026Rong HeMulti-Agent System OptimizationDeep Research Agents

  7. Mo' Models, Mo' Problems: How to best select model pools when designing Multi-Agent Systems

    Sep 15, 2026Sara Vera Marjanović, Jiacheng Xu, Aleksandr Laptev +3Model SelectionMulti-Agent LLM Systems

    University of Copenhagen · Work done during internship at NVIDIA · NVIDIA

  8. UnitBoost: Managing Compound LLM Systems with a Merge Operator, Not a Model

    Sep 9, 2026Xing Zhang, Guanghui Wang, Yanwei Cui +2Multi-Agent System OptimizationLLM Agent Orchestration

    AWS Generative AI Innovation Center

  9. GoAnt: Quality-Diversity Multi-Agent Search for Alpha Factor Discovery in Market Microstructure Data

    Sep 8, 2026Stella Zhao, Tommy ShaMulti-Agent System OptimizationQuantitative Finance

    University of Minnesota, Minneapolis, MN, USA · Stony Brook University, Stony Brook, NY, USA

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

    Sep 8, 2026Jaewon Chu, Jinwoo Seo, Jaewon Cho +4Multi-Agent LLM SystemsMulti-Agent System Optimization

    Korea University · KAIST · Meta AI +1

  11. Reachability-Certified Subteam Decomposition for Locally Interacting Multi-Agent MDPs

    Sep 8, 2026Xiangwu Wang, Chengwei Cao, Hongyuan TangMulti-Agent System OptimizationMulti-Agent Coordination

    University of Hong Kong · University of California, San Diego · Carnegie Mellon University

  12. Riemannian Optimization for Multi-Player Quantum Games on Product Unitary Manifolds

    Sep 7, 2026Alireza Habibi, Setareh MaghsudiMulti-Agent System OptimizationRiemannian Optimization

    Faculty of Electrical Engineering and Information Technology, Ruhr University Bochum, Bochum, Germany

  13. Reinforcement Learning Enhanced LLM Agents for Complex Vehicle Routing Problems

    Sep 1, 2026Yi Chen, Zikang Yu, Jiahai Wang +3Multi-Agent System OptimizationLLM-Guided RL

    School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou 510006, China · Department of Industrial Systems Engineering and Management, National University of Singapore, Singapore

  14. MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph

    Aug 11, 2026Jung Hwan Lee, Kyu Ho Lee, Gwang Hoon YooMulti-Agent System OptimizationAgent Harness Optimization

    Mind AI Tech Report

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

    Aug 7, 2026Chao Fei, Qingyi Si, Kaihua Liang +3Continual Learning for LLM AgentsMulti-Agent System Optimization

    King Abdullah University of Science and Technology (KAUST) · Fudan University

  16. BANDMAS: Causality-Inspired Semantic Packet Scheduling for Bandwidth-Efficient Multi-Agent Collaboration

    Aug 1, 2026Jiangwen Dong, Wanyu LinMulti-Agent LLM SystemsMulti-Agent System Optimization

    Department of Computing, The Hong Kong Polytechnic University, Hong Kong SAR, China

  17. Argonaut: Interactive Visual Exploration for Distributed Optimization

    Jul 30, 2026Srijoni Majumdar, Chuhao Qin, Evangelos PournarasMulti-Agent System OptimizationVisual Analytics

    School of Computer Science, University of Leeds, Leeds LS2 9JT, UK. · School of Energy Systems, LUT University, 53850 Lappeenranta, Finland

  18. Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis

    Jul 30, 2026Linus Sander, Fengjunjie Pan, Vahid Zolfaghari +3Multi-Agent LLM SystemsMulti-Agent System Optimization

    Robotics, Artificial Intelligence and Real-Time Systems, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany

  19. Focus Is All You Need: Adaptive Goal-aware Attention Orchestration for Multi-Agent Graph Systems

    Jul 26, 2026Mingzhou Fan, Siyuan Xu, Mingxuan YuanMulti-Agent System OptimizationLLM Agent Orchestration

  20. Dynamic Coalition Formation and Communication Pricing in Skill-Based Agentic AI Systems

    Jul 24, 2026Mojtaba EslamiMulti-Agent System OptimizationCooperative Game Theory

    University of Calgary

  21. Learning Latency-Aware Orchestration for Multi-Agent Systems

    Jul 15, 2026Xi Shi, Mengxin Zheng, Qian LouMulti-Agent LLM SystemsMulti-Agent System Optimization

    University of Central Florida

  22. How Much Does Correctness Cost? Budgeted Placement of Strong Correctors in a Weak Multi-Agent Swarm

    Jul 7, 2026Igor ItkinSubmodular OptimizationMulti-Agent System Optimization

    Independent Researcher, Tel Aviv, Israel

  23. OptiAgent: End-to-End Optimization Modeling via Multi-Agent Iterative Refinement

    Jul 6, 2026Adriana Laurindo Monteiro, Nayse Fagundes, Gabriel Mattos Langeloh +4Multi-Agent System OptimizationLarge Language Model-Guided Optimization

    Instituto de Ciência e Tecnologia do Itaú, Brasil

  24. Relational Multi-Agent Reinforcement Learning for Dynamic Pricing in High-Speed Railway Markets

    Jul 6, 2026Enrique Adrian Villarrubia-Martin, David Muñoz-Valero, Luis Rodriguez-Benitez +2Multi-Agent System OptimizationIntelligent Transportation Systems

    Department of Technologies and Information Systems, Universidad de Castilla-La Mancha, Paseo de la Universidad 4, Ciudad Real, 13071, Spain · Department of Technologies and Information Systems, Universidad de Castilla-La Mancha, Avenida Carlos III, s/n, Toledo, 45071, Spain · Warwick Manufacturing Group, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK

  25. MUTE: Return-Preserving Communication Unlearning for Efficient Multi-Agent Coordination

    Jul 3, 2026Rui Zuo, Qinwei Huang, Mingyang Li +3Multi-Agent System OptimizationMulti-Agent Coordination

    Syracuse University · Air Force Research Laboratory

  26. Mechanism and Stability Analysis of Metabolic Closed-Loop Metaheuristics

    Jul 2, 2026Jinliang Xu, Liping MaMulti-Agent System OptimizationAlgorithmic Stability

    independent researcher in Beijing, China

  27. MMAO-Cls: Metabolic Multi-Agent Optimization for Joint Feature Selection and Classifier Tuning

    Jul 1, 2026Jinliang Xu, Liping MaModel SelectionMulti-Agent System Optimization

    independent researcher in Beijing, China · Department of Disease Control and Prevention, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China

  28. MMAO-Dyn: A Metabolic Multi-Agent Optimizer for Dynamic Optimization

    Jul 1, 2026Jinliang Xu, Liping MaMulti-Agent System OptimizationBlack-Box Optimization

    Jinliang Xu is an independent researcher in Beijing, China · Liping Ma is with the Department of Disease Control and Prevention, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China

  29. A Large-Scale Empirical Evaluation of MMAO Under Fair-Budget Continuous and Discrete Benchmarks

    Jun 30, 2026Jinliang Xu, Liping MaMulti-Agent System OptimizationMetaheuristic Optimization

    Jinliang Xu is with the current study team · Department of Disease Control and Prevention, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China

  30. Minimal MMAO: A Resource-Closed-Loop Framework for Adaptive Metaheuristic Search

    Jun 29, 2026Jinliang Xu, Liping MaMulti-Agent System OptimizationMetaheuristic Optimization

    Department of Disease Control and Prevention, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China

  31. ACPO: Agent-Chained Policy Optimization for Multi-Agent Reinforcement Learning

    Jun 29, 2026Daiki E. Matsunaga, Junho Na, Tri Wahyu Guntara +4Multi-Agent System OptimizationMulti-Agent Coordination

    1KAIST · 2KRAFTON · University of Toronto +2

  32. GBC: Gradient-Based Connections for Optimizing Multi-Agent Systems

    Jun 26, 2026Xiaocheng Yang, Abdulrahman Alrabah, Dilek Hakkani-Tür +1Gradient-Based AttributionMulti-Agent LLM Systems

    University of Illinois Urbana-Champaign

  33. MMAO: A Metabolic Multi-Agent Optimizer with Endogenous Resource Allocation for Continuous and Discrete Optimization

    Jun 26, 2026Jinliang Xu, Liping MaMulti-Agent System OptimizationMetaheuristic Optimization

    Department of Disease Control and Prevention, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China

  34. QueenBee Planner: Skill-Evolving Communication Topologies for Token-Efficient LLM Multi-Agent Systems

    Jun 25, 2026Congjia Tian, Yuhang Yao, Jiaming CuiMulti-Agent LLM SystemsMulti-Agent System Optimization

    Virginia Tech, Blacksburg, VA · Carnegie Mellon University, Pittsburgh, PA

  35. EvoFlock: evolved inverse design of multi-agent motion

    Jun 24, 2026Craig ReynoldsMulti-Agent System OptimizationMulti-Agent Systems

    unaffiliated researcher

  36. ReM-MoA: Reasoning Memory Sustains Mixture-of-Agents Scaling

    Jun 23, 2026Heng Ping, Arijit Bhattacharjee, Peiyu Zhang +5Multi-Agent System OptimizationLLM Agent Memory

    University of Southern California · Iowa State University · Cisco AI Research

  37. MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems?

    Jun 22, 2026Juyang Bai, Laixi ShiMulti-Agent LLM SystemsMulti-Agent System Optimization

    Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD 21218, USA.

  38. Optimal Order of Multi-Agent and General Many-Body Systems

    Jun 18, 2026Jake J. XiaDynamical SystemsMulti-Agent System Optimization

    Harvard Management Company · Research Affiliate at Massachusetts Institute of Technology

  39. A Multi-Agent system for Multi-Objective constrained optimization

    Jun 18, 2026Federica FilippiniMulti-Objective Reinforcement LearningMulti-Agent System Optimization

    University of Milano-Bicocca Milan, Italy

  40. Deep-Unfolded Coordination

    Jun 18, 2026Hunter Kuperman, Minchan Jung, Rahul V. Ghosh +2Trajectory OptimizationMulti-Agent System Optimization

    Autonomous Control and Decision Systems Laboratory Georgia Institute of Technology United States

  41. SIGMA: Skill-Incidence Graphs for Compositional Multi-Agent Design

    Jun 18, 2026Kun Zeng, Yu Huo, Siyu Zhang +5Multi-Agent System OptimizationMulti-Agent Systems

    Sun Yat-sen University · School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen · Taiyuan University of Technology +1

  42. Towards Scalable Customization and Deployment of Multi-Agent Systems for Enterprise Applications

    Jun 16, 2026Paresh Dashore, Shreyas Kulkarni, Uttam Gurram +5Multi-Agent LLM SystemsMulti-Agent System Optimization

    AI Foundations, Capital One

  43. Learning Coordinated Preference for Multi-Objective Multi-Agent Reinforcement Learning

    Jun 12, 2026Pengxin Wang, Lihao Guo, Yi Xie +3Multi-Objective Reinforcement LearningMulti-Agent System Optimization

    Department of Electrical and Computer Engineering, University of Arizona

  44. Arbor: Tree Search as a Cognition Layer for Autonomous Agents

    Jun 10, 2026Neha Prakriya, Chaojun Hou, Zheng Gong +5LLM Inference EfficiencyMulti-Agent System Optimization

    Training and Inference Optimization Team AMD

  45. INFRAMIND: Infrastructure-Aware Multi-Agent Orchestration

    Jun 9, 2026Ahasan Kabir, Jiaqi Xue, Mengxin Zheng +1Multi-Agent System OptimizationMulti-Agent Orchestration

    University of Central Florida

  46. FlowBank: Query-Adaptive Agentic Workflows Optimization through Precompute-and-Reuse

    Jun 9, 2026Lingzhi Yuan, Chenghao Deng, Fangxu Yu +3Multi-Agent LLM SystemsMulti-Agent System Optimization

    University of Maryland, College Park · Amazon

  47. Decentralized Multi-Agent Systems with Shared Context

    Jun 9, 2026Yuzhen Mao, Jerry Gu, Aadi Chauhan +3Multi-Agent LLM SystemsMulti-Agent System Optimization

    Stanford University

  48. PhysAgent: Automating Physics-Based 4D Synthesis via Trajectory-Grounded Multi-Agent Feedback

    Jun 7, 2026Chunji Lv, Jiaxi Ye, Yuchen Jiang +2Multi-Agent System Optimization3D Scene Generation

    Beijing Institute of Technology

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

    Jun 5, 2026Najmul Hasan, Prashanth BusiReddyGariMulti-Agent System OptimizationMulti-Agent Coordination

    Department of Mathematics and Computer Science, University of North Carolina at Pembroke, Pembroke, NC, USA

  50. What Should Agents Say? Action-state Communication for Efficient Multi-Agent Systems

    Jun 3, 2026Chen Huang, Yuhao Wu, Wenxuan ZhangMulti-Agent LLM SystemsMulti-Agent System Optimization

    Singapore University of Technology and Design

  51. Streaming Communication in Multi-Agent Reasoning

    Jun 3, 2026Zhen Yang, Xiaogang Xu, Wen Wang +3Multi-Agent LLM SystemsMulti-Agent System Optimization

    HKUST(GZ) · ZJU · Alibaba Group +1

  52. GARL: Game-Theoretic Reinforcement Learning for Multi-Agent Strategic Prioritisation

    Jun 3, 2026Yuxiao Ye, Yiwen Zhang, Huiyuan Xie +2Multi-Agent LLM SystemsMulti-Agent System Optimization

    1Tsinghua University · 2The Hong Kong University of Science and Technology (Guangzhou)

  53. SPOQ: Specialist Orchestrated Queuing for Multi-Agent Software Engineering

    Jun 2, 2026Royce Carbowitz, Dheeraj KumarMulti-Agent System OptimizationSoftware Engineering Agents

    Pinpoint Technologies LLC

  54. MOSAIC: Efficient Mixture-of-Agent Scheduling via Adaptive Aggregation and Inference Concurrency

    Jun 2, 2026Saptarshi Mitra, Yifan Zhang, Rachid Karami +5LLM Inference EfficiencyMulti-Agent System Optimization

    University of California, Irvine, USA · University of Southern California, Los Angeles, USA · Intel, USA

  55. MOC: Multi-Order Communication in LLM-based Multi-Agent Systems

    Jun 1, 2026Yao Guan, Lin Wang, Zhihu Lu +3Multi-Agent LLM SystemsMulti-Agent System Optimization

    Fudan University · Nanjing Normal University · Pennsylvania State University

  56. Coordination Graphs for Constrained Multi-Agent Reinforcement Learning

    Jun 1, 2026Santiago Amaya-Corredor, Miguel Calvo-Fullana, Anders JonssonMulti-Objective Reinforcement LearningMulti-Agent System Optimization

    Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain

  57. Dynamic Trust-Aware Sparse Communication Topology for LLM-Based Multi-Agent Consensus

    Jun 1, 2026Wanshuang Gou, Zihan LiuMulti-Agent LLM SystemsMulti-Agent System Optimization

    Chengdu University

  58. When Parallelism Pays Off: Cohesion-Aware Task Partitioning for Multi-Agent Coding

    May 31, 2026Xu Yang, Lunyiu Nie, Ethan Chandra +3Multi-Agent System OptimizationSoftware Engineering Agents

    1The University of Texas at Austin · University of Oxford

  59. S3^3LDBO: A Snapshot Single-Loop Algorithm for Decentralized Bilevel Optimization

    May 29, 2026Chao Yin, Youran Dong, Shiqian Ma +2Multi-Agent System OptimizationBilevel Optimization

    School of Mathematics, Hohai University, Nanjing, P. R. China · School of Mathematics, Nanjing University, Nanjing, P. R. China · Department of Computational Applied Mathematics and Operations Research, Rice University, Houston, USA

  60. Learning Multi-Agent Coordination via Sheaf-ADMM

    May 29, 2026Jeffrey Seely, Bartłomiej Cupiał, Llion JonesMulti-Agent System OptimizationMulti-Agent Coordination

    Sakana AI, Tokyo, Japan · University of Warsaw · AKCES NCBR