LLM Agent Orchestration

LLM: Large Language Model

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26 papers in the last four weeks, up 53% on the four weeks before. 0.3% of all new papers.

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  1. Agentic AI-Assisted Modeling for Production Scheduling: Assessment in Constraint Programming

    Oct 7, 2026Ángel Sánchez-Fernández, Javier Pernas-Álvarez, Diego Crespo-PereiraNatural Language to Optimization ModelingCombinatorial Optimization

    Universidade da Coru˜na, Campus Industrial de Ferrol, CITENI, Grupo Integrado de Ingenier´ıa, Esteiro s/n, Ferrol, 15403.

  2. Cost-Efficient Theorem Proving via Agent Orchestration in Program Verification

    Oct 7, 2026Shuangjie Yao, Nikolaus Holzer, Mark Paul Santolucito +3Automated Theorem ProvingFormal Verification

    Columbia University · The Hong Kong University of Science and Technology · Barnard College, Columbia University

  3. LLM-Enabled UAV Dispatch: A System-Level Survey and Taxonomy

    Oct 7, 2026Xiao Han, Aoyang Quan, Xiangyu Zhao +2LLM Agent Orchestration

    School of Computer Science, Zhejiang University of Technology, China

  4. We Query, Therefore We Compute: On Oracle Computation beyond the Machine, with an Application to Agents

    Oct 7, 2026Kefan Liu, Fengning Ou, Yelin Luo +1Agentic WorkflowsLLM Agent Orchestration

    Institute of Computing Technology, CAS · University of Chinese Academy of Sciences · Nanjing University +2

  5. Humanize: Judgement Engineering for Agentic Coding

    Oct 6, 2026Sihao Liu, Ligeng Zhu, Zijian Zhang +6Multi-Agent CodingLLM Agent Orchestration

    NVIDIA · UCLA · Tsinghua University +1

  6. SquidAgent: Parallelize Wisely, Coordinate Efficiently

    Oct 6, 2026Yexiong Lin, Shanshan Ye, Yu Yao +3LLM Agent OrchestrationLLM Agent Workflow Optimization

    The University of Sydney · Mohamed bin Zayed University of Artificial Intelligence · University of Technology Sydney +1

  7. 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

  8. Stateless Language Agents: Scaling Long-Horizon Automated Research

    Oct 6, 2026Qizheng Zhang, Changxiu Ji, Isaac Sun +15Software Engineering AgentsLLM Agent Orchestration

    Stanford University

  9. Large Language Model Orchestration under Heterogeneous Preferences via Explicit Persona Inference

    Oct 6, 2026Shuqing Shi, Ziyan Wang, Milind Tambe +1Multi-Agent CoordinationBayesian Inference

    King’s College London, London, United Kingdom · Harvard University, Cambridge, MA, USA

  10. Decoupled Multi-Agent Orchestration

    Oct 6, 2026Xinle Wu, Yao LuMulti-Agent OrchestrationLLM Agent Orchestration

    National University of Singapore

  11. Back to the Future: Rethinking EDA Infrastructure for Agentic Systems in Chip Design Verification

    Oct 5, 2026Je Yang, Ivan Lobov, Thomas KarpatiElectronic Design AutomationLLM Agent Orchestration

    Department of Computer Science Columbia University New York, NY, USA · Google Mountain View, CA, USA

  12. From Benchmark to Bench: Can Agents Survive Real-World Drug Discovery?

    Oct 5, 2026Pierre Llompart, Levent Guner, Helen Lai +2AI Agents for Scientific DiscoveryLLM Agent Orchestration

    AMD Silo AI, Stockholm, Sweden · Molecular AI, Discovery Sciences, R&D, AstraZeneca, Cambridge, UK · Molecular AI, Discovery Sciences, R&D, AstraZeneca, Gothenburg, Sweden +1

  13. RocketAgent: A Long-Horizon Engineering Agent for Multidisciplinary Design of Liquid-Rocket Thrust Chambers

    Oct 5, 2026Junxiang He, Runze Mao, Kun He +4Model-Based Systems EngineeringLLM Agent Orchestration

    State Key Laboratory of Turbulence and Complex Systems, School of Mechanics and Engineering Science, Peking University, Beijing, 100871, China · College of Engineering, Peking University, Beijing, 100871, China · Legendspace Intelligence Technology Co., Ltd., Beijing, 100080, China +1

  14. TRACE: Tackling Real-World Resource Assignment Problems via Agentic Heuristic Design

    Oct 1, 2026Jose A. Ayala-Romero, Andres Garcia-Saavedra, Xavier Costa-PerezAutomated Heuristic DesignLLM Agent Orchestration

    NEC Laboratories Europe · i2CAT Foundation and ICREA

  15. A Multi-Agent LLM Framework for Personalized Health Checkup Interpretation and Guidance

    Oct 1, 2026HyungJun Kim, Taehan Lee, Soojin CheonMulti-Agent LLM SystemsHealthcare

    DaNaA Data Co., Ltd.

  16. LLM-Driven Multi-Agent Control for Skill-Based Smart Manufacturing

    Oct 1, 2026Kay Köhle, Darko Anicic, Thomas A. Runkler +1ManufacturingMulti-Agent LLM Systems

    Technical University of Munich, Munich, Germany · Siemens AG, Foundational Technologies, Munich/Garching, Germany · Siemens AG, Digital Industries, Fürth, Germany

  17. How AI Agents Discover Scientific Equations: From Hydrotope Rediscovery to New Water-Wave Amplitudes

    Sep 30, 2026Zihan Zhou, Digvijay Wadekar, Matias ZaldarriagaAI Agents for Scientific DiscoveryScientific Discovery

    Department of Physics, Princeton University, Princeton, NJ 08540, USA · Center for Gravitational Physics, University of Texas at Austin, Austin, TX 78712, USA · School of Natural Sciences, Institute for Advanced Study, 1 Einstein Drive, Princeton, NJ 08540, USA

  18. RankEvolve: A Reliable Multi-Agent Auto-Research Harness for Evolving Ranking Models

    Sep 30, 2026Zheng Chen, Linfeng Liu, Hong Li +1Learning to RankLLM Agent Orchestration

    Meta

  19. NarrativeSteward: Coordinating Delegation, Guidance, and Verification in Agent-Assisted Interactive Narrative Authoring

    Sep 30, 2026Wenjin Wang, Jiazhen Lei, Yuxin Sha +6Interactive StorytellingLLM Agent Orchestration

    Interactive Entertainment Group, Tencent Inc Shanghai, China

  20. CamAgent: An LLM-Agent Framework for Multi-Species Camera-Trap Workflows

    Sep 30, 2026Yutong Deng, Qi Song, Xi Guo +3LLM Agent OrchestrationScientific Workflow Automation

    Faculty of Arts and Sciences, Beijing Normal University, Zhuhai, China. · College of Life Sciences, Beijing Normal University, Beijing, China. · National Forestry and Grassland Administration Key Laboratory for Conservation Ecology of Northeast Tiger and Leopard, Beijing, China. +1

  21. AnyAct: Universal Action for Self-Evolving Agents

    Sep 29, 2026Lingrui Xu, Yangqin Jiang, Jiachang Zhang +2LLM Agent OrchestrationLLM Tool Use

    The University of Hong Kong

  22. An Exact Generate - Transform Decomposition of Small-LLM Team Scaling Across Orchestration Architectures

    Sep 28, 2026Blaz Bertalanic, Carolina FortunaMulti-Agent LLM SystemsLLM Agent Orchestration

    Jožef Stefan Institute, Ljubljana, Slovenia

  23. AgentWare: Automating the Lifecycle of Agentic Applications across the Edge-to-Cloud Continuum

    Sep 28, 2026Michalis Kasioulis, Moysis Symeonides, George Pallis +1LLM Agent OrchestrationLLM Agent Evaluation

    Department of Computer Science, University of Cyprus

  24. SALMONN-duo: Adaptive Dual-System Coordination for Full-Duplex Voice Agents

    Sep 28, 2026Wenyi Yu, Siyin Wang, Terumi Chiba +5LLM Agent OrchestrationTool-Using Language Agents

    Tsinghua University · ByteDance

  25. Raven: The Harness of Harnesses for Composable Agentic Intelligence

    Sep 27, 2026EverMind AILLM Agent OrchestrationAgent Harness Optimization

    EverMind AI

  26. SkinAgent AI: A Safety-Grounded Multimodal Agentic Framework for Non-Diagnostic Skincare Support

    Sep 24, 2026Muhammad Muhtasim Shahriar, Abdullah Mohammad Sayem, Tze Hui Liew +2LLM Agent OrchestrationLLM Agent Evaluation

    Department of Computer Science, International Islamic University Chittagong, Chittagong, Bangladesh · Centre for Intelligent Cloud Computing, Centre of Excellence for Advanced Cloud, Faculty of Information Science and Technology, Multimedia University, Melaka, Malaysia · Multimedia University, Jalan Ayer Keroh Lama, 75450 Bukit Beruang, Melaka, Malaysia +1

  27. Qwen-Audio-Agent Technical Report

    Sep 21, 2026Chong Deng, Yunjie Ji, Yuxiang Kong +5Multi-Agent OrchestrationLLM Agent Orchestration

    Alibaba Token Foundry, Alibaba Group

  28. A Task-Oriented Multi-Agent Framework for Complex Wearable Health Analysis

    Sep 21, 2026Kunpeng YangMulti-Agent LLM SystemsLLM Agent Orchestration

    Renmin University of China

  29. STR-Agent: An LLM-Driven Agent for QoS-Aware Routing in LEO Satellite Networks

    Sep 17, 2026Bowen Lu, Mugen Peng, Yaohua Sun +3LLM Agent OrchestrationWireless Communications

    State Key Laboratory of Networking and Switching Technology Beijing University of Posts and Telecommunications

  30. AURORA: A Natural Language-Driven Agentic Framework for Understanding, Reasoning, and Orchestrating Reliable Air-Ground Co-Simulation

    Sep 17, 2026Keshu Wu, Hao Zhang, Rui Gan +4LLM Agent OrchestrationSynthetic Benchmark Generation

    Zachry Department of Civil and Environmental Engineering, Texas A&M University, College Station, TX, USA · Department of Civil and Environmental Engineering, University of Wisconsin–Madison, Madison, WI, USA · Department of Computer Science and Engineering, Texas A&M University, College Station, TX, USA