Multi-Agent Orchestration

Follow this topic Ask about this topic

Latest papers 154

24 papers in the last four weeks, up 41% on the four weeks before. 0.2% of all new papers.

All topics

Agentic ERP: Multi-Agent Large Language Model Architecture for Autonomous Enterprise Resource Planning
Jul 19, 2026Zhihao Liu, Tianyu Wang, Xi Vincent Wang +1Multi-Agent Orchestration LLM Agent Evaluation
Department of Production Engineering, KTH Royal Institute of Technology, Stockholm, Sweden
Learning Latency-Aware Orchestration for Multi-Agent Systems
Jul 15, 2026Xi Shi, Mengxin Zheng, Qian LouMulti-Agent LLM Systems Multi-Agent System Optimization
University of Central Florida
Internet of Agentic Things: Networked AI Agents for Closed-Loop IoT Orchestration
Jul 14, 2026Quanyan ZhuCyber-Physical Systems Multi-Agent Orchestration
Department of Electrical and Computer Engineering, New York University, Tandon School of Engineering, Brooklyn, NY 11201, USA
WebSwarm: Recursive Multi-Agent Orchestration for Deep-and-Wide Web Search
Jul 9, 2026Xiaoshuai Song, Liancheng Zhang, Kangzhi Zhao +8Multi-Agent Orchestration Deep Research Agents
Gaoling School of Artificial Intelligence, Renmin University of China · Kuaishou Technology
Danus: Orchestrating Mathematical Reasoning Agents with Fact-Graph Memory
Jul 7, 2026Jihao Liu, Guoxiong Gao, Zeming Sun +8Agent Memory Multi-Agent Orchestration
School of Mathematical Sciences, Peking University · Beijing International Center for Mathematical Research, Peking University · Research Institute for Mathematical Sciences, Kyoto University +8
Agentic AI for IPoDWDM Network Lifecycle Automation: An MCP-Enabled Architecture
Jul 7, 2026Chunmin Xia, Jakub Harbaczewski, Nikhil Dsilva +3Multi-Agent Orchestration Workflow Automation
Adtran Networks SE
Design and Implementation of Agentic Orchestrations and Orchestration of Agents
Jun 30, 2026Stefanie Rinderle-Ma, Juergen Mangler, Johannes Loebbecke +3Multi-Agent Orchestration LLM Agent Orchestration
Technical University of Munich, TUM School of Computation, Information and Technology, Garching, Germany
MAS-Lab: A Specification-Driven Validation Framework for Reliable Multi-Agent Systems
Jun 29, 2026Jordan Augé, Giovanna Carofiglio, Giulio Grassi +1Multi-Agent LLM Systems Automated Software Testing
Cisco Systems Paris, France
Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration
Jun 29, 2026Zihan Guo, Zeyi Chen, Zhiyu Chen +15Multi-Agent Orchestration Multi-Agent Collaboration
Sun Yat-sen University · Shanghai Innovation Institute · Shanghai Artificial Intelligence Laboratory +4
COOPA: A Modular LLM Agent Architecture for Operations Research Problems
Jun 25, 2026Chuanhao Li, Xiaoan Xu, Dirk Bergemann +3Multi-Agent LLM Systems Multi-Agent Orchestration
1Tsinghua University · 2Duke University · 3Yale University
When Agents Meet Electric Bus Fleet Operations: Pricing Behavior, Trade-offs, and Policy Implications in an Aggregator Framework
Jun 24, 2026Jônatas Augusto Manzolli, Ali Eslami, Luis Miranda-Moreno +1Multi-Agent Orchestration Dynamic Pricing
Department of Civil Engineering, McGill University, Montreal, Quebec, Canada · INESC Coimbra, University of Coimbra, Coimbra, Portugal
BioInsight: Multi-Agent Orchestration for Interactive Biomedical Knowledge Discovery
Jun 19, 2026Jieyi Wang, Bingxuan Li, Nanyi Jiang +9AI for Science Multi-Agent Orchestration
1Peking University · University of Illinois at Urbana-Champaign · University of Pennsylvania +2
Beyond Global Replanning: Hierarchical Recovery for Cross-Device Agent Systems
Jun 18, 2026Shu Yao, Yuhua Luo, Qian Long +7Hierarchical Planning Multi-Agent Orchestration
School of Artificial Intelligence, Shanghai Jiao Tong University · 2Shanghai Innovation Institute · 3Southeast University +1
Autonomous Event-Driven Multi-Agent Orchestration for Enterprise AI at Scale
Jun 18, 2026Harsh Rao Dhanyamraju, Leonidas Raghav, Aaron LeeMulti-Agent Orchestration AI Agent Evaluation
Data Scientist, SAP SE · ML Engineer, SAP SE
DynAMO:Dynamic Asset Management Orchestration via Topological Multi-Agent Scheduling
Jun 14, 2026Kanishk Kushwaha, Vikrant Vinod Bansode, Harsh Vardhan +1LLM Inference Efficiency Multi-Agent Orchestration
Gati Shakti Vishwavidyalaya · IBM Research
A Quantum-Assisted Agentic Distributed Artificial Intelligence Framework for Deadline-Bounded Orchestration of Hybrid Renewable Microgrids
Jun 12, 2026Iacovos I. Ioannou, Saher Javaid, Minella Bezha +3Multi-Agent Orchestration Constrained Optimization
Department of Computer Science, Philips University, Nicosia, Cyprus · Department of Computer Science, University of Cyprus and the CYENS Centre of Excellence, Nicosia, Cyprus · School of Information Science, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan +1
Reward Modeling for Multi-Agent Orchestration
Jun 11, 2026King Yeung Tsang, Zihao Zhao, Vishal Venkataramani +5Reward Modeling Multi-Agent Orchestration
Rutgers University · Salesforce AI Research
The Internet of Agentic AI: Communication, Coordination, and Collective Intelligence at Scale
Jun 11, 2026Quanyan ZhuMulti-Agent Coordination Multi-Agent Orchestration
Department of Electrical and Computer Engineering and the NYU Center for Cybersecurity, NYU Tandon School of Engineering, New York University, Brooklyn, NY 11201, USA.
XFlow: An Executable Protocol Programming System for Reliable Multi-Agent Workflows
Jun 11, 2026Hanqi Li, Jing Peng, Zijian Wang +2Multi-Agent Orchestration Agentic Workflows
X-LANCE Lab, School of Computer Science, Shanghai Jiao Tong University, Shanghai, China · Suzhou Laboratory, Suzhou, China · Shanghai Innovation Institution, Shanghai, China +1
Arbor: Tree Search as a Cognition Layer for Autonomous Agents
Jun 10, 2026Neha Prakriya, Chaojun Hou, Zheng Gong +5LLM Inference Efficiency Multi-Agent System Optimization
Training and Inference Optimization Team AMD
INFRAMIND: Infrastructure-Aware Multi-Agent Orchestration
Jun 9, 2026Ahasan Kabir, Jiaqi Xue, Mengxin Zheng +1Multi-Agent System Optimization Multi-Agent Orchestration
University of Central Florida
Autonomous Incident Resolution at Hyperscale: An Agentic AI Architecture for Network Operations
Jun 8, 2026Arun MalikMulti-Agent Orchestration
Microsoft Azure Networking
PerspectiveGap: A Benchmark for Multi-Agent Orchestration Prompting
Jun 7, 2026Youran Sun, Xingyu Ren, Kejia Zhang +2Multi-Agent Orchestration LLM Agent Evaluation
University of Maryland · The Chinese University of Hong Kong · Stanford University
Overcoming the Regulatory Bottleneck via Agent-to-Agent Protocols: A Nuclear Case Study
Jun 5, 2026Akshay J. Dave, David Grabaskas, Joseph A. Renevitz +1Multi-Agent Orchestration Agent Communication Protocols
Nuclear Science and Engineering Argonne National Laboratory Lemont, IL 60439 · Idaho National Laboratory 1955 N. Fremont Ave. Idaho Falls, ID 83415
Queen-Bee Agents: A BeeSpec-Centered Architecture for Governed Enterprise MCP Orchestration
Jun 4, 2026Dutao Zhang, LiaotianMulti-Agent Orchestration AI Agent Security
Macao Polytechnic University
SPOQ: Specialist Orchestrated Queuing for Multi-Agent Software Engineering
Jun 2, 2026Royce Carbowitz, Dheeraj KumarMulti-Agent System Optimization Software Engineering Agents
Pinpoint Technologies LLC
Bridging Requirements and Architecture: Multi-Agent Orchestration with External Knowledge and Hierarchical Memory
May 31, 2026Ruiyin Li, Yiran Zhang, Xiyu Zhou +6Software Engineering Software Engineering Agents
School of Computer Science, Wuhan University, Wuhan, China · Nanyang Technological University, Singapore, Singapore
Science Earth: Towards A Planet-Scale Operating System for AI-Native Scientific Discovery
May 31, 2026Zhe Zhao, Haibin Wen, Yingcheng Wu +10Multi-Agent Coordination Multi-Agent Orchestration
Department of Pathology, Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA · Scripps Research, La Jolla, CA, USA · Division of Biostatistics, Department of Population Health, New York University Grossman School of Medicine, New York, NY, USA +4
When Parallelism Pays Off: Cohesion-Aware Task Partitioning for Multi-Agent Coding
May 31, 2026Xu Yang, Lunyiu Nie, Ethan Chandra +3Multi-Agent System Optimization Software Engineering Agents
1The University of Texas at Austin · University of Oxford
Dynamic Coordination Strategy Selection for Enterprise Multi-Agent Systems
May 30, 2026Thanh Luong TuanMulti-Agent Coordination Multi-Agent Orchestration
Golden Gate University, San Francisco · Foundation AgenticOS (FAOS)

Jul 19, 2026, cs.AIJ/K move · Enter open · S save

Agentic ERP: Multi-Agent Large Language Model Architecture for Autonomous Enterprise Resource Planning

Zhihao Liu, Tianyu Wang, Xi Vincent Wang, Lihui Wang

Department of Production Engineering, KTH Royal Institute of Technology, Stockholm, Sweden

Multi-Agent Orchestration LLM Agent Evaluation Business Process Automation Human-in-the-Loop AI Multi-Agent LLMs LLM Agent Harnesses

Open paper AskPDF arXiv

Enterprise Resource Planning (ERP) systems record transactions reliably but still delegate almost all operational decision-making to human specialists, because classical rule-based automation cannot reason about exceptions and monolithic AI assistants degrade when asked to coordinate across functional boundaries. This paper presents Agentic ERP, an expert-system architecture that combines role-aligned large-language-model (LLM) agents with a risk-tiered human-in-the-loop harness and a graph-based orchestrator to execute end-to-end business workflows on a production ERP backend. First, autonomous ERP operation is formulated as a constrained sequential-decision problem over a structured enterprise state, with a decomposition argument linking role-aligned agents to a measurable reduction in per-step tool-selection complexity. Second, a graph-based Planner--Executor--Reflector--Responder orchestration decouples generation from evaluation through externalised grading criteria and sprint contracts, packaging recent harness-engineering principles as inspectable expert-system artefacts. Third, the system is evaluated at three levels: a scenario-based task suite, a comprehensive comparison of six orchestration paradigms on cross-functional crisis tasks, and a 365-day agent-in-the-loop simulation against rule-based RPA and no-intervention baselines. Across these levels the proposed multi-agent method is significantly better than the baseline, and the system sustains a simulated year of operation with zero stockouts while the rule-based baseline accumulates hundreds under the same demand stream. The work shows that role-aligned LLM agents under human oversight can move an ERP system from passively recording transactions to actively executing operational decisions, and it provides a reference architecture and an evaluation protocol for autonomous enterprise resource planning.