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. From Task-Guided Conversational Graphs to Goal-Oriented Dialogue Runtimes

    Jun 22, 2026Mariano Garralda-BarrioLLM Agent OrchestrationConversational Agents

    Independent Researcher · Lleida, Spain

  2. The Hitchhiker's Guide to Agentic AI: From Foundations to Systems

    Jun 22, 2026Haggai RoitmanMulti-Agent LLM SystemsLLM Agent Orchestration

    [cs.AI]

  3. VideoAgent: All-in-One Framework for Video Understanding and Editing

    Jun 22, 2026Hengji Zhou, Lingxuan Huang, Jian Wang +4Video Editing BenchmarksLLM Agent Orchestration

    1Harbin Institute of Technology, Shenzhen · 2South China University of Technology · 3The University of Hong Kong +1

  4. VADAOrchestra: Neurosymbolic Orchestration of Adaptive Reasoning Workflows

    Jun 21, 2026Teodoro Baldazzi, Luigi Bellomarini, Andrea Coletta +4AI-Assisted Decision MakingLLM Agent Orchestration

    TU Wien · Banca d’Italia · University of Warwick

  5. From RAN Control to Agentic Intelligence: Architecture and Vision for Energy Efficient AI-RAN

    Jun 20, 2026Sabrine Aroua, Alexis I. Aravanis, Ilias Chatzistefanidis +7LLM Agent OrchestrationWireless Communications

    Ericsson Research, France · Laboratory of Signals and Systems (L2S), Universite Paris-Saclay, CentraleSupelec, CNRS, France · BubbleRAN, France +1

  6. Training the Orchestrator: A Supervised Approach to End-to-End PDDL Planning with LLM Agents

    Jun 19, 2026Rajesh Mangannavar, Zachary Coalson, Pranay Dugar +1LLM PlanningSymbolic Planning

    Oregon State University

  7. Sakana Fugu Technical Report

    Jun 19, 2026Yujin Tang, Edoardo Cetin, Jinglue Xu +11LLM Agent OrchestrationLLM Agent Training

    Fugu Team, Sakana AI 1

  8. Dual-Agent Framework for Cross-Model Verified Translation of Natural-Language Protocols into Robotic Laboratory Platform

    Jun 18, 2026Hyeonna Choi, Jung Yup Kim, Hyuneui Lim +1LLM Agent OrchestrationLaboratory Automation

    Department of Bionic Machinery, Research Institute of AI Robot, Korea Institute of Machinery & Materials, 156, Gajeongbuk-ro, Yuseong-gu, Daejeon 34103, South Korea · 156, Gajeongbuk-ro, Yuseong-gu, Daejeon 34103, South Korea · Department of Nano-devices & displays, Nano-convergence Manufacturing Research Division, Korea Institute of Machinery & Materials, 156, Gajeongbuk-ro, Yuseong-gu, Daejeon 34103, South Korea

  9. Beyond Static Endpoints: Tool Programs as an Interface for Flexible Agentic Web Services

    Jun 18, 2026Mugeng Liu, Shuoqi Li, Yixuan Zhang +1LLM Agent OrchestrationAgentic Workflows

    School of Computer Science, Peking University, Beijing, China · School of Software & Microelectronics, Peking University, Beijing, China · Institute for Artificial Intelligence, Peking University, Beijing, China

  10. Human-on-the-Loop Orchestration for AI-Assisted Legal Discovery

    Jun 18, 2026Anushree Sinha, Srivaths Ranganathan, Abhishek Dharmaratnakar +1Legal IRLLM Agent Orchestration

    Google LLC Mountain View, CA, USA

  11. Agentic Electronic Design Automation: A Handoff Perspective

    Jun 18, 2026Jiawei Liu, Peiyi Han, Yuntao Lu +3Agent Communication ProtocolsElectronic Design Automation

    The Chinese University of Hong Kong · Primarius Technologies

  12. Agentic AI-based Framework for Mitigating Premature Diagnostic Handoff and Silent Hallucination in Healthcare Applications

    Jun 16, 2026Divyansh Srivastava, Shreya Ghosh, Anshul Verma +1Multi-Agent LLM SystemsLLM Hallucination Mitigation

    Quantum Cloud Computing and Distributed Systems (qCLOUDS) Lab, School of Computing and Information Systems, The University of Melbourne, Australia · Department of Computer Science and Engineering, School of Electrical and Computer Sciences (SECS), Indian Institute of Technology Bhubaneswar, India · Department of Computer Science2026 Banaras Hindu University, Varanasi, India

  13. GeoDisaster: Benchmarking Orchestrated Agents for Operational Disaster Geo-Intelligence

    Jun 15, 2026Maram Hasan, Aman Verma, Savitra Roy +5Disaster Damage AssessmentRL for Language Model Reasoning

    Indian Institute of Technology Bombay · Mohamed bin Zayed University of Artificial Intelligence

  14. Orchestrated Reality: From Role-Play to Living, Playable Game Worlds -- LLM-Driven World Simulation as a Parameterized-Action POMDP

    Jun 14, 2026Yuhang Huang, Chenmiao Li, Chaowei FangLarge Language Model-Based Role-Play SimulationLLM Agent Orchestration

    The University of Tokyo, Japan · Individual Researcher, Japan

  15. LLM-as-Code: Agentic Programming for Agent Harness

    Jun 14, 2026Junjia Qi, Zichuan Fu, Jingtong Gao +4AI Agent ReliabilityLLM Agent Orchestration

    City University of Hong Kong · Tencent Jarvis Lab

  16. SciOrch: Learning to Orchestrate Expert LLMs for Solving Frontier Multimodal Scientific Reasoning Tasks

    Jun 14, 2026Jingru Guo, Xiangyuan Xue, Lian Zhang +6LLM Agent OrchestrationMultimodal Reasoning

    1Imperial College London · 2The Chinese University of Hong Kong · University of Illinois Urbana-Champaign +4

  17. AgentSpec: Understanding Embodied Agent Scaffolds Through Controlled Composition

    Jun 12, 2026Jixuan Chen, Jianzhi Shen, Haoqiang Kang +10LLM Agent OrchestrationEmbodied AI

    University of California, San Diego · 2Johns Hopkins University · University of Washington +1

  18. HarnessX: A Composable, Adaptive, and Evolvable Agent Harness Foundry

    Jun 12, 2026Tingyang Chen, Shuo Lu, Kang Zhao +11LLM Agent OrchestrationAgent Harness Optimization

    Darwin Agent Team

  19. Graph-based Target Back-Propagation for Context Adaptation in Multi-LLM Agentic Systems

    Jun 12, 2026Tan Zhu, Tong Yao, Kananart Kuwaranancharoen +4Multi-Agent LLM SystemsLarge Language Model-Guided Optimization

    Retail Intelligence, Walmart Global Tech, Sunnyvale, CA, USA

  20. Recursive Agent Harnesses

    Jun 11, 2026Elias Lumer, Sahil Sen, Kevin Paul +1Tool-Augmented Language Model AgentsLLM Agent Orchestration

    PricewaterhouseCoopers, U.S.

  21. Agents All the Way Down; A Methodology for Building Custom AI Agents from Substrate to Production

    Jun 10, 2026Marc Alier Forment, Juanan Pereira, Francisco José García-Peñalvo +1LLM Agent OrchestrationTool-Using Agents

    Universitat Politècnica de Catalunya (UPC), Barcelona, Spain · Universidad del País Vasco / Euskal Herriko Unibertsitatea (UPV/EHU), Donostia-San Sebastián, Spain · Universidad de Salamanca (USAL), Salamanca, Spain

  22. Orchestra-o1: Omnimodal Agent Orchestration

    Jun 10, 2026Fan Zhang, Vireo Zhang, Shengju Qian +8LLM Agent OrchestrationGroup Relative Policy Optimization

    CUHK · LIGHTSPEED · PKU +2

  23. Automated Mediator for Human Negotiation: Pre-Mediation via a Structured LLM Pipeline

    Jun 9, 2026Jamie Bergen, Sarit KrausAutomated NegotiationLLM Agent Orchestration

  24. Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories

    Jun 9, 2026Kevin Qinghong Lin, Batu EI, Yuhong Shi +5LLM Agent OrchestrationMultimodal Agents

    University of Oxford · Stanford University · BBC R&D

  25. SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research

    Jun 8, 2026Pu Ning, Quan Chen, Kun Tao +7Multi-Agent LLM SystemsLLM Agent Orchestration

    Tsinghua University · Peking University · Ant Group +1

  26. LLM-Orchestrated Conformance Checking in Stroke Care Without Computer-Interpretable Guidelines

    Jun 8, 2026Giorgio Leonardi, Stefania Montani, Manuel Striani +2HealthcareProcess Mining

    Computer Science Institute, DiSIT, University of Piemonte Orientale, Viale Teresa Michel, 11, Alessandria, 15121, Italy · Integrated Laboratory of AI and Medical Informatics, DAIRI, SS. Antonio e Biagio e Cesare Arrigo Hospital, Alessandria, Italy

  27. RunAgent SuperBrowser: A Theory of Autonomous Web Navigation Grounded in Human Browsing Behaviour

    Jun 8, 2026Radeen Mostafa, Sawradip SahaLLM Agent OrchestrationMemory-Augmented Agents

    RunAgent AI

  28. Cost-Aware Speculative Execution for LLM-Agent Workflows: An Integrated Five-Dimension Method

    Jun 5, 2026Faisal FareedLLM Agent OrchestrationCost-Aware Inference

    AWS

  29. The Three-Ring Architecture: Governing Agents in the Era of On-Platform Organisations

    Jun 5, 2026Sergio Alvarez-Telena, Marta Diez-FernandezAI Risk ManagementLLM Agent Orchestration

    University College London, UK · SciTheWorld, Spain

  30. Declarative Skills for AI Agents in Knowledge-Grounded Tool-Use Workflows

    Jun 5, 2026M. Danish Lim, I. Danial Bin Sharudin, Wen Han Chen +2LLM Agent OrchestrationLLM Agent Workflow Optimization

    School of Computing and Information Systems Singapore Management University Singapore