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• Multi-Agent Distributed Decentralized Dynamic Resource Orchestration in 5G Edge-Cloud Networks
  Effective resource orchestration for network slicing is critical for optimizing the performance of diverse applications running on next generation communication networks. This paper presents a novel approach that leverages advancements in multi-agent reinforce…
  crossref Xingqi We, Junaid Farooq, Juntao Chen 2024-12-31T19:24:26Z 置信度 0.70
• Multi-Agent Orchestration in Enterprise CRM: Agentforce Frameworks for Autonomous Service Delivery
  The evolution of enterprise Customer Relationship Management (CRM) systems is increasingly shaped by the emergence of multi-agent artificial intelligence (AI). This paper examines the integration of multi-agent orchestration frameworks—particularly Agentforce-…
  crossref Bharath Reddy Baddam 2026-06-17T13:39:16Z 置信度 0.70
• Transforming Public Administration Workflows with Multi-Agent AI: A Human-in-the-Loop Knowledge Orchestration Framework
  Public administrations face increasing pressure to manage large volumes of institutional knowledge while ensuring transparency, accountability, and timely responses to citizen and council inquiries. This paper presents CARE (Council Agents for Response and Eng…
  crossref Giuseppe Prencipe, Alessandro Tommasi, Cesare Zavattari, Giovacchino Tesi 等 2026-06-17T20:40:12Z 置信度 0.70
• Decentralized multi-agent orchestration for legacy order-to cash optimization
  Legacy enterprise resource planning (ERP) systems serve as the operational backbone of global commerce but often create bottlenecks due to their rigid, monolithic design. As organizations incorporate artificial intelligence (AI), these outdated systems struggl…
  crossref Rahul Kumar Thatikonda, Sucharitha Donepudi 2026-07-19T03:55:21Z 置信度 0.70
• MW-MAS: A Multi-agent System for Multimodal Watermarking with Agent Orchestration
  crossref Lynn Choi, Minsu Park, Taeeun Kim, Eunil Park 2025-12-14T11:00:59Z 置信度 0.70
• Not Just One Agent: Multi-Agent Systems for Medicine from Answer Generation to Accountable Workflow Orchestration
  Large language models (LLMs) have advanced medical reasoning, but static question-answering performance remains insufficient for clinical workflows that require evolving patient-state tracking, evidence integration, role coordination, and accountable decisions…
  europepmc Tianyi Xiong, Hanze Guo, Rui Sheng, Zelin Zang 等 2026 置信度 0.80
• Multi-Agent Orchestration for Autonomous Data Pipeline Governance: Schema Evolution, Anomaly Detection, and Incident Remediation in Cloud-Native Data Platforms
  The rapid adoption of cloud-native data platforms has enabled organizations to scale data processing pipelines to unprecedented levels. However, governance mechanisms—particularly around schema evolution, anomaly detection, and incident remediation—remain larg…
  crossref 2026-06-24T09:26:38Z 置信度 0.70
• GPCR-Nexus: Multi-Agent Orchestration for Knowledge Retrieval
  Abstract We present GPCR-Nexus, an AI-driven platform for integrated exploration of G protein–coupled receptor (GPCR) biology that unifies structured databases with unstructured scientific literature. The system combines a GPCR–ligand knowledge graph with vect…
  europepmc Jackson Spieser, Juechen Yang, Jarek Meller, Krushna Patra 等 2026 置信度 0.80
• Scalable Multi-Agent Orchestration for Federated and Distributed AI Learning
  crossref Anil Kumar Jonnalagadda 2026-08-04T19:08:43Z 置信度 0.70
• Digital Twin-Driven Cross-Layer Orchestration Using Multi-Agent Reinforcement Learning for 6G UAV-NTN Networks_supp1-3690691.pdf
  crossref V. H. GARZON PACHECO 2026-05-06T19:41:55Z 置信度 0.70
• Decentralized Federated Multi-Agent Reinforcement Learning for RAN Controller Orchestration in 6G
  crossref Elham Hashemi Nezhad, Eric Samikwa, Torsten Braun 2026-07-16T21:48:13Z 置信度 0.70
• Beyond Agent Design: A Systematic Framework for MCP Server Runtime Orchestration
  The Model Context Protocol (MCP) has rapidly emerged as a standard interface for connecting AI agents to external tools, databases, and services. While considerable research has addressed agent design, prompt engineering, and tool selection, the runtime infras…
  crossref Vijayakumar Venganti, Deepak Kole, Siva Prasad Nandi 2026-06-02T20:03:34Z 置信度 0.70
• MAMA-V: A Verifiable Distributed Multi-Agent Model AI Framework for Secure Orchestration
  crossref Shuwen Liu, George Chalkiadakis, George C. Polyzos 2026-06-29T19:38:15Z 置信度 0.70
• Autonomous Security Orchestration for Cloud-Native Environments Using Multi-Agent Systems
  With cloud-native settings becoming more complicated due to microservices and using multiple clouds, organizations now need security solutions that can work smartly, independently and grow as needed. This paper introduces a new way of using MAS and DRL to allo…
  crossref Venkata Thej Deep Jakkaraju, Naga Subrahmanyam Cherukupalle, Vijay Mane 2026-02-20T21:13:05Z 置信度 0.70
• From Prompt to Production: A Case Study of Human-AI Collaborative Software Development Using Claude Code Multi-Agent Orchestration
  Abstract The emergence of advanced AI coding assistants with multi-agent orchestration capabilities has fundamentally transformed the software development landscape. However, the practical methodology for effective human-AI collaboration in building production…
  europepmc Pham Thi Thuong, Nguyen Dang Quang, Ngo Thi Lan Phuong 2026 置信度 0.80
• Not Just One Agent: LLM-Based Multi-Agent Systems for Medicine from Answer Generation to Accountable Workflow Orchestration
  Large language models (LLMs) have advanced medical reasoning, but static question-answering performance remains insufficient for clinical workflows that require evolving patient-state tracking, evidence integration, role coordination, and accountable decisions…
  europepmc Tianyi Xiong, Hanze Guo, Rui Sheng, Zelin Zang 等 2026 置信度 0.80
• An Agent-based Modeling Approach for Effective Innovation Ecosystem Orchestration
  Innovation ecosystems are classified as one of the complex economic systems where many parties with different interests are involved. The holistic objective of such alignment of entities is to cooperate in the creation of innovative outputs. The innovation eco…
  crossref Emad Summad, Mahmood Al Kindi, Ichraq Ouhmidou, Alzahra Al Kindi 2023-06-20T17:27:12Z 置信度 0.70
• Intelligent Orchestration Agent for Storage Platform Management
  Until recently, we have concentrated on building hardware based infrastructure such as computing resources, storage resources, and network resources to support rapidly growing big data, and we have been managing it with existing hardware infrastructure managem…
  crossref Jae-Hoon An, Younghwan Kim, Chang Won Park 2017-10-31T12:31:37Z 置信度 0.70
• RepoAI: Automated Code Refactoring through Multi-Agent LLM Orchestration and Retrieval-Augmented Generation
  While Large Language Models have demonstrated strong code generation ca-pabilities, existing approaches operate at single-file level without repository-wide context or systematic validation. This paper presents RepoAI, a multi-agent system that automates repos…
  crossref Moe Pyae Pyae Kyaw, Soe Moe Ko, Pyae Phyo Paing, Min Khant Than Swe 等 2026-02-13T23:42:51Z 置信度 0.70
• Autonomous CI/CD Quality Assurance Using LangGraph Multi-Agent Orchestration and Risk-Proportionate Human-in-the-Loop Control
  This paper presents the K11tech Agentic AI QA System, a LangGraph-orchestrated multi-agent framework that autonomously executes a complete CI/CD quality gate — from pull request analysis to defect filing — without requiring manual QA intervention for routine c…
  crossref 2026-06-30T09:20:10Z 置信度 0.70
• Centralised Orchestration and Strategic Alignment in AI-Agent-Enabled Supply Chains
  AI-agent-based supply chains promise faster, more resilient, and sustainable operations, but outcomes depend on how autonomous agents are aligned with the business strategy of the company. In this research, centralised orchestration is considered as the govern…
  crossref Petya Popova, Veselin Popov, Mariana Petrova 2025-12-25T18:24:53Z 置信度 0.70
• Multi Domain Network Service Orchestration Framework: A Hierarchical Multi Agent Federated Deep Reinforcement Learning Approach
  crossref Pooya Jamshidi, Seyed Mahdi Hosseini, Milad Mahdudi, Mohammad Ali Zamani 等 2025-02-18T16:36:43Z 置信度 0.70
• Large Model-Driven Multi-Agent Task Orchestration and Collaboration System for Complex Tasks
  With the rapid development of artificial intelligence technology, traditional multi-agent task orchestration methods face many challenges when dealing with complex tasks, such as poor generalization ability, insufficient flexibility, and difficulty in handling…
  crossref Zhonghua Si, Qianjun Wu, Xiaolong Wang 2025-12-22T18:39:22Z 置信度 0.70
• Multi-Agent System Design for Synchronizing Software Components Communication : Application on Orchestration in Complex SOA Architecture
  This paper proposes a new optimal method for synchronizing flux orchestration services. By orchestration, we mean the process of communicating different applications in a collaborating context, generally in a complex SOA Architecture. Current way for resolving…
  crossref Smail TIGANI, Mouhamed OUZZIF 2013-09-19T11:48:25Z 置信度 0.70
• Autonomous radiotherapy planning via agentic orchestration using a multimodal TPS-integrated compound AI platform.
  Purpose. Radiation therapy (RT) treatment planning requires iterative, multi-day optimization workflows in which subjective planning strategies produce inter-planner variability in plan quality. Existing computational approaches automate isolated aspects of th…
  europepmc 2026 置信度 0.80
• Semantic Tracing in LLM-Based Multi-Agent Systems Using LangChain, LangGraph, and LangSmith for AI Governance
  Abstract Autonomous multi-agent systems built on large language models exchange goals, constraints, evidence commitments, and tool-mediated actions through natural-language handoffs. Across hops, semantic meaning may drift, constraints may weaken, unsupported …
  europepmc Audrey Rahimi 2026 置信度 0.80
• Intelligent Service Chain Orchestration and Resource Allocation in End-Edge Collaborative IIoT Using Multi-Agent Proximal Policy Optimization.
  The massive heterogeneous data streams and stringent low-latency requirements in the Industrial Internet of Things (IIoT) pose new challenges for edge network resource management. This paper addresses the joint optimization problem of Service Function Chain (S…
  europepmc Tianzhen Zhao, Bingxin Tian, Lei Wang, Wanming Ma 等 2026 置信度 0.80
• Agentic AI-enhanced digital twins for Smart City civil infrastructure: A secure, autonomous and auditable management framework.
  Smart city implementation increasingly relies on sensing and analytics; however, a persistent operational gap remains between anomaly detection and safe, timely, and accountable intervention in civil infrastructure systems. This paper proposes an Agentic AI-su…
  europepmc 2026 置信度 0.80
• An Autonomous SAR Image Interpretation Algorithm Based on Multi-Agent Collaborative Scheduling.
  Synthetic Aperture Radar (SAR) image interpretation in dynamic scenarios faces critical challenges, including sluggish multi-agent scheduling responses, sub-optimal task-resource matching, and low full-pipeline collaborative efficiency. To address these issues…
  europepmc 2026 置信度 0.80
• Intelligent tool orchestration for rapid mechanistic model prototyping: MCP servers as AI-biology interfaces.
  Constructing multicellular mechanistic models traditionally requires extensive time and computational expertise. We introduce intelligent tool orchestration via Model Context Protocol (MCP) servers, enabling Large Language Model (LLM) agents to act as AI labor…
  europepmc 2026 置信度 0.80
• Agent-initiated socio-technical reconfiguration: a three-level taxonomy of autonomous AI governance and its recursive challenges.
  Autonomous AI agents are increasingly embedded in organizational workflows, operating as active participants within socio-technical systems. Drawing on Socio-Technical Systems (STS) theory, this paper introduces agent-initiated socio-technical reconfiguration.…
  europepmc 2026 置信度 0.80
• Toward Human-Aligned, Modular, and Emotion-Aware Multi-Agent Systems: A Systematic Literature Review
  Abstract Recent advances in agentic AI have accelerated a shift from monolithic language models toward modular, multi-agent systems enriched with memory, orchestration, and affect-aware interaction. Large Language Models now serve as reasoning and communicatio…
  europepmc 2026 置信度 0.80
• An LLM-agent-based framework for calculating nodal carbon intensity in regional power systems.
  Regional carbon-aware operation requires nodal carbon intensity (NCI) signals that remain valid under heterogeneous operational inputs, topology changes, and network congestion; however, existing workflows for carbon-flow tracing and marginal-emission analysis…
  europepmc 2026 置信度 0.80
• Cyber-Physical Orchestration of Emergency Department Services Through a Bidirectional Digital Twin and a Deep Reinforcement Learning Agent: Architectural Design, In SilicoValidation, and Critical Analysis of Performance Under Demand Stress
  Abstract Background. Hospital emergency departments operate as non-stationary, multiclass queueing systems with shared resources, in which stochastic demand and short-run fixed capacity generate bottlenecks that erode clinical safety as crowding intensifies. P…
  europepmc Joseph Javier Sánchez Acuña, Mario Anzures García 2026 置信度 0.80
• Artificial Intelligence-Driven Self-Healing Bioinformatics Pipelines: A Systematic Review of Automated Failure Detection and Remediation in Omics and Computational Biology Workflows
  Abstract Background : Bioinformatics pipelines spanning genomics, transcriptomics, proteomics, and metagenomics face a pervasive reproducibility crisis driven by software dependency drift, resource exhaustion, and non-deterministic tool behaviour. Despite subs…
  europepmc 2026 置信度 0.80
• AlloyGen: A Physics-grounded Self-adaptive Multi-agent Framework for Autonomous Alloy Design Workflows in Additive Manufacturing
  Abstract Additive manufacturing (AM) makes structural-alloy processing increasingly programmable, but exploiting the resulting composition-processing design space requires adaptive reasoning over properties, printability, thermodynamics, incomplete knowledge a…
  europepmc 2026 置信度 0.80
• Autonomous Chemistry and Materials Innovation Driven by Scientific Agents.
  Large language model (LLM)-based agents are reshaping how self-driving laboratories (SDLs) may support autonomous chemical and materials research. Although SDLs have enabled major advances in mechanized experimentation and closed-loop optimization, their scien…
  europepmc 2026 置信度 0.80
• Evaluating routing stability and coordination in swarm-based multi-agent task-oriented dialogue systems.
  Conversational systems are becoming a primary interface for services and enterprise automation, and rapid market growth is pushing deployments into safety- and cost-sensitive settings. Reliability remains a bottleneck when interactions span multiple domains: a…
  pubmed Khan A, Masood F, Iqbal A, Junaid A 等 2026 置信度 0.82
• ARTEMIS: Adaptive Reliable Task Execution with Multi-agent Intelligence and Self-verification
  Abstract Agentic AI systems have proved great capabilities in autonomous task execution. But their deployment in high-stakes domains is still constrained by some basic challenges related to reliability. These are hallucination-induced failures, unverified plan…
  europepmc 2026 置信度 0.80
• Machine Learning-Based Kubernetes Autoscaling: A Comprehensive Review of HPA, VPA, Cluster Autoscaler, and KEDA Approaches
  Kubernetes has become the dominant orchestration platform for cloud-native applications, where autoscaling plays a critical role in maintaining performance, availability, and infrastructure efficiency. Traditional Kubernetes autoscaling mechanisms, including t…
  europepmc 2026 置信度 0.80
• Self-Evolving Agent Engineering for Healthcare: Methodologies and Applications
  Clinical large language model (LLM) agents are increasingly engineered as systems that combine a language model backbone with memory, tools, orchestration loops, and feedback mechanisms. In this setting, the key engineering question is no longer only what the …
  europepmc 2026 置信度 0.80
• What's Missing in Autonomous Research? A Systematization of Systems, Benchmarks, and Verification
  Abstract Autonomous research has rapidly expanded from isolated research-assistant systems to systems that automate increasingly large portions of scientific workflows. This expansion has made the literature difficult to synthesize, since existing work uses ov…
  europepmc 2026 置信度 0.80
• Design Patterns for Multi-Agent Systems in Production
  Abstract The rapid development of large language models has made it possible to apply multi-agent architecture to real world applications. Beyond prototype, production-grade multi-agent systems need to be carefully designed to ensure reliable coordination betw…
  europepmc 2026 置信度 0.80
• Automated Scientific Discovery via Causal Falsification and Formal Multi-Agent Verification
  Scientific AI systems can generate hypotheses and explanations, but many opti-mize plausibility more than refutability. This paper presents a falsification-drivenmulti-agent framework in which specialized agents propose hypotheses, build causalmodels, design a…
  europepmc 2026 置信度 0.80
• The next paradigm in bioinformatics: a review of multi-agent systems and foundational models for end-to-end scientific discovery.
  Bioinformatics is entering a new phase characterized by the integration of universal biological models and multi-agent systems to enable end-to-end scientific discoveries. This review argues that the next paradigm shift will go beyond traditional predictive mo…
  pubmed Branda F, Ahmed MM, Ciccozzi M, Guzzi PH 等 2026 置信度 0.82
• A Secure Sandbox Environment for Orchestrating Medical AI Agents Using Model Context Protocols and Role-Based Access Control.
  europepmc 2026 置信度 0.80
• A Framework for Dynamic Knowledge Graph Ontology Incremental Alignment based on Large Language Model Agents
  Abstract Dynamic knowledge graphs used in risk management and compliance monitoring evolve continuously, yet most ontology alignment methods still operate on static snapshots, which creates a persistent trade-off between semantic precision and update latency. …
  europepmc 2026 置信度 0.80
• Multi-Agent LLM Collaborative Reasoning and Task Planning for Complex Task Solving
  Abstract Complex open-domain tasks require long-range reasoning, controlled decomposition, and reliable tool-mediated execution from large language models (LLMs). Single-agent LLM workflows still suffer from one-perspective planning bias, accumulated errors in…
  europepmc 2026 置信度 0.80
• Explainable Agentic Artificial Intelligence in Healthcare: A Scoping Review.
  Agentic artificial intelligence (AI) systems, characterized by autonomous goal-directed behavior, multi-step reasoning, task decomposition, and tool use, are increasingly proposed for healthcare applications. However, their autonomy raises concerns regarding t…
  pubmed Collaco BG, Prabha S, Gomez-Cabello CA, Haider SA 等 2026 置信度 0.82
• S-AI-ROBOTICS : A Sparse Artificial Intelligence Architecture with Hormonal Orchestration, Parsimonious Control, and Symbolic Memory for Adaptive, Safe, and Explainable Embodied Robotics
  Abstract Robotic systems increasingly operate in dynamic, uncertain, and resource-constrained environments, where safety, energy efficiency, and explainability are as critical as raw performance. While learning-based and monolithic control architectures have d…
  europepmc 2026 置信度 0.80
• Recommender Systems Should Now Be Designed Towards Agents
  This position paper argues that recommender systems should now be designed towards agents. We use recommender systems towards agents (RSTA) to denote systems whose immediate consumer is an acting agent, an orchestration layer, or a multi-agent system; whose ra…
  europepmc 2026 置信度 0.80
• Automating SWMM-based stormwater modelling and analysis through a tool-augmented single-agent system.
  Urban stormwater modelling plays a critical role in assessing interventions for flood risk and water quality management in response to ageing infrastructure and future uncertainties. However, modelling workflows in practice remain highly manual, and key steps …
  pubmed Wang J, Sun C, Savic D, Fu G 2026 置信度 0.82
• Adaptive Digital Marketing: A Systematic Review of Bio-Inspired Reinforcement Learning, Multi-Agent Systems, and Agentic AI for Intelligent Optimisation.
  Background: Digital marketing increasingly functions as a complex adaptive system characterised by non-stationary environments, strategic interaction, and multi-agent competition. Programmatic advertising exemplifies this complexity, where decisions must be ma…
  pubmed Tek Narayan Adhikari, William Sayers, Shujun Zhang, Adhikari TN 等 2026 置信度 0.82
• Execution-bound advisory automation for agentic AI: a reproducible AIBOM-driven CSAF-VEX framework.
  Introduction Agentic AI systems integrate foundation models, prompt templates, tool connectors, orchestration logic, and containerised dependencies, creating exploitability conditions that cannot be inferred from static Software Bills of Materials (SBOMs). Art…
  europepmc 2026 置信度 0.80
• S2F-agent: Skill-grounded agent for Sequence-to-Function computational genomics workflows
  Sequence-to-function (S2F) models offer a revolutionary paradigm for genotype-phenotype mapping, yet their broader application is bottlenecked by the need for reliable orchestration and interpretation across a fragmented model ecosystem. While general-purpose …
  europepmc 2026 置信度 0.80
• Probabilistic Orchestrator for Indeterministic Multi-Agents in Real-Time Environment
  Multi-agent perception systems must operate under fundamental asymmetries: some agents provide fast but unreliable observations, while others deliver higher-quality evidence with delay and uncertain correspondence. Traditional deterministic orchestration and r…
  europepmc 2026 置信度 0.80
• Designing Human–AI Workflows for Consumer Rights Protection: The Complaint Warrior Platform
  Consumer rights protection remains fragmented across customer support channels, banking dispute systems, regulatory complaint mechanisms, legal escalation procedures, and public reputation platforms. Consumers frequently encounter asymmetry of information, emo…
  europepmc 2026 置信度 0.80
• Safety-Constrained Agentic AI for Autism Screening: A Multimodal, Clinician-Guided Architecture.
  Autism spectrum disorder (ASD) diagnosis often encounters substantial delays due to several reasons, such as shortages of trained specialists and limited access to care in rural and underserved communities. Moreover, it is very difficult to perform behavioral …
  europepmc 2026 置信度 0.80
• StructAgent: Orchestrating Cryo-EM Model Building and Refinement with a Multi-Agent LLM System
  Abstract Building and refining cryo-EM atomic models often requires long, project-specific workflows that combine map inspection, prior structural knowledge, restraints, refinement, validation and expert review. Existing programs perform many individual operat…
  europepmc Xiaohu Guo 2026 置信度 0.80
• Architecture for Open Deep Search Systems in Intelligent Knowledge Discovery Platforms
  The exponential growth of digital information has created an urgent need for intelligent systems capable of navigating complex knowledge landscapes, yet the most advanced deep search capabilities remain concentrated in proprietary platforms with opaque archite…
  europepmc 2026 置信度 0.80
• A Survey of Agent Skills for Foundation-Model Agents: Concepts, Representations, Lifecycles, Evaluation, and Applications
  Foundation-model agents now use reusable skills for tool use, long-horizon planning, and adaptation across related tasks. The term, however, is used loosely. It may describe a prompt package, an executable workflow, a learned routine, or an artifact distribute…
  europepmc 2026 置信度 0.80
• Agentic Generative Systems: A Survey on Autonomous Multimodal Content Creation
  Recent advances in multimodal generative models have enabled high-quality synthesis across images, videos, audio, 3D content, and document-centric media. Yet most systems still treat generation as a direct prompt-to-artifact mapping or a fixed pipeline, limiti…
  europepmc 2026 置信度 0.80
• A Large Language Model-Enabled Multi-Agent Collaboration Method for Complex Task Solving
  Aim: ing at the core limitations of single large language models in complex task solving, including coarse task decomposition, cumulative long-chain reasoning errors, and the lack of explicit cross-agent collaboration, this paper proposes a large language mode…
  europepmc 2026 置信度 0.80
• Code Broker A Multi Agent System for Automated Code Quality Assessment
  Abstract We present Code Broker, a multi-agent system built with Google’s Agent Development Kit (ADK) that analyses Python code from files, local directories, or GitHub repositories and generates actionable quality assessment reports. The system employs a hier…
  europepmc Samer Attrah 2026 置信度 0.80
• A Platform for Agent Behavior Design and Multi Agent Orchestration
  openalex G. B. Laleci, Yildiray Kabak, A. Dogac, Ibrahim Cingil 等 2005-01-01 置信度 0.72 Computer scienceOrchestrationMulti-agent systemWorkflowSoftware engineering
• A complex secretory program orchestrated by the inflammasome controls paracrine senescence
  openalex Juan Carlos Acosta, Ana Banito, Torsten Wüestefeld, Athena Georgilis 等 2013-06-14 置信度 0.72 Paracrine signallingSenescenceCell biologyInflammasomeBiology
• Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems
  This paper proposes a cloud-assisted joint charging scheduling and energy management framework for unmanned aerial vehicle (UAV) networks. For charging the UAVs those are extremely power hungry, charging towers are considered for plug-and-play charging during …
  openalex Soyi Jung, Won Joon Yun, MyungJae Shin, Joongheon Kim 等 2021-02-26 置信度 0.72 Reinforcement learningScheduling (production processes)Computer scienceCloud computingDistributed computing
• Supporting classroom orchestration with real-time feedback: A role for teacher dashboards and real-time agents
  openalex Mike Tissenbaum, Jim Slotta 2019-09-01 置信度 0.72 OrchestrationScripting languageClass (philosophy)Computer scienceCurriculum
• MECHANISMS OF PHAGOCYTOSIS IN MACROPHAGES
  Phagocytosis of pathogens by macrophages initiates the innate immune response, which in turn orchestrates the adaptive response. In order to discriminate between infectious agents and self, macrophages have evolved a restricted number of phagocytic receptors, …
  openalex Alan Aderem, David M. Underhill 1999-04-01 置信度 0.72 BiologyPhagocytosisAntibody opsonizationInternalizationInnate immune system
• A multi-agent and cloud-edge orchestration framework of digital twin for distributed production control
  openalex Qingwei Nie, Dunbing Tang, Changchun Liu, Liping Wang 等 2023-02-10 置信度 0.72 OrchestrationCloud computingDistributed manufacturingComputer scienceDistributed computing
• The MYC oncogene — the grand orchestrator of cancer growth and immune evasion
  openalex Renumathy Dhanasekaran, Anja Deutzmann, Wadie D. Mahauad‐Fernandez, Aida S. Hansen 等 2021-09-10 置信度 0.72 Immune systemCancer researchCancerOncogeneDownregulation and upregulation
• PDE4 cAMP phosphodiesterases: modular enzymes that orchestrate signalling cross-talk, desensitization and compartmentalization
  cAMP is a second messenger that controls many key cellular functions. The only way to inactivate cAMP is to degrade it through the action of cAMP phosphodiesterases (PDEs). PDEs are thus poised to play a key regulatory role. PDE4 cAMP-specific phosphodiesteras…
  openalex Miles D. Houslay, David R. Adams 2003-02-15 置信度 0.72 PhosphodiesteraseSecond messenger systemCell biologyProtein kinase ABiology
• Melatonin—A pleiotropic, orchestrating regulator molecule
  openalex Rüdiger Hardeland, Daniel P. Cardinali, Venkatramanujam Srinivasan, D. Warren Spence 等 2010-12-29 置信度 0.72 MelatoninBiologyCell biologyPineal glandNeuroprotection
• The science question in feminism
  openalex Kristin Waters 1987-01-01 置信度 0.72 Bridge (graph theory)SustainabilityKnowledge sharingRelevance (law)Knowledge management
• On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing Orchestration
  Network slicing enables multiple virtual networks to be instantiated and customized to meet heterogeneous use case requirements over 5G and beyond network deployments. However, most of the solutions available today face scalability issues when considering many…
  openalex Farhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti, Hatim Chergui 等 2022-11-04 置信度 0.72 ScalabilityComputer scienceDistributed computingOverhead (engineering)Orchestration
• Wound healing and its impairment in the diabetic foot
  openalex Vincent Falanga 2005-11-01 置信度 0.72 Wound healingAngiogenesisMedicineExtracellular matrixDiabetic foot
• Coordinating multiple agents for workflow-oriented process orchestration
  openalex M. Brian Blake 2003-11-01 置信度 0.72 Computer scienceOrchestrationWorkflowBusiness Process Execution LanguageWeb service
• Semantic-Based Resource Discovery and Orchestration in Home and Building Automation: A Multi-Agent Approach
  Home and building automation (HBA) trends toward the Ambient Intelligence paradigm, which aims to autonomously coordinate and control appliances and subsystems in a given environment. Nevertheless, HBA is based on an explicit user-home interaction and basicall…
  openalex Michèle Ruta, Floriano Scioscia, Giuseppe Loseto, Eugenio Di Sciascio 等 2013-07-16 置信度 0.72 OrchestrationComputer scienceHome automationAutomationContext (archaeology)
• Carcinoma-associated fibroblasts: orchestrating the composition of malignancy
  The tumor stroma is no longer seen solely as physical support for mutated epithelial cells but as an important modulator and even a driver of tumorigenicity. Within the tumor stromal milieu, heterogeneous populations of fibroblast-like cells, collectively term…
  openalex Philippe Gascard, Thea D. Tlsty 2016-05-01 置信度 0.72 Stromal cellBiologyCancer-Associated FibroblastsStromaMalignancy
• Eicosanoids and cancer
  openalex Dingzhi Wang, Raymond N. DuBois 2010-02-19 置信度 0.72 Stromal cellLipid signalingMetastasisCancerInflammation
• Macrophages, innate immunity and cancer: balance, tolerance, and diversity
  openalex Alberto Mantovani, Antonio Sica 2010-02-10 置信度 0.72 Tumor microenvironmentBiologyInflammationReprogrammingCancer
• Orchestration
  This chapter develops a conceptual framework for analyzing orchestration , a mode of governance widely used by international organizations (IGOs) and other governance actors, but rarely identified or analyzed. IGOs engage in orchestration when they enlist inte…
  openalex Kenneth W. Abbott, Philipp Genschel, Duncan Snidal, Bernhard Zangl 2015-01-31 置信度 0.72 OrchestrationCorporate governanceIntermediaryDelegationProcess management
• Structured Linked Data as a Memory Layer for Agent-Orchestrated Retrieval
  Retrieval-Augmented Generation (RAG) systems typically treat documents as flat text, ignoring the structured metadata and linked relationships that knowledge graphs provide. In this paper, we investigate whether structured linked data, specifically Schema.org …
  openalex Andrea Volpini, Elie Raad, Beatrice Gamba, David Riccitelli 2026-03-11 置信度 0.72 Computer scienceMarkup languageInformation retrievalMetadataAffordance
• Emerging Functions of Amphiregulin in Orchestrating Immunity, Inflammation, and Tissue Repair
  openalex Dietmar M. Zaiss, William C. Gause, Lisa C. Osborne, David Artis 2015-02-01 置信度 0.72 AmphiregulinBiologyInflammationImmunityImmunology
• Cornuside Is a Potential Agent against Alzheimer’s Disease via Orchestration of Reactive Astrocytes
  , with the activities of anti-inflammatory, antioxidant, anti-mitochondrial dysfunction, and neuroprotection. In the present research, a triple-transgenic mice model of AD (3 × Tg-AD) was used to explore the beneficial actions and potential mechanism of cornus…
  openalex Jun-Zhuo Shi, Xiao-Ming Zheng, Yunfeng Zhou, Lu-Yao Yun 等 2022-08-03 置信度 0.72 NeuroinflammationNeuroprotectionOxidative stressPharmacologyProtein kinase B
• Macrophage Plasticity and Polarization in Liver Homeostasis and Pathology
  UNLABELLED: Resident and recruited macrophages are key players in the homeostatic function of the liver and in its response to tissue damage. In response to environmental signals, macrophages undergo polarized activation to M1 or M2 or M2-like activation state…
  openalex Antonio Sica, Pietro Invernizzi, Alberto Mantovani 2013-10-12 置信度 0.72 HomeostasisMacrophage polarizationMacrophagePathologyMedicine
• Engineering a BPEL orchestration engine as a multi-agent system
  openalex Mirko Viroli, Enrico Denti, Alessandro Ricci 2007-05-01 置信度 0.72 Business Process Execution LanguageComputer scienceOrchestrationWorkflowSoftware engineering
• CELLULAR RESPONSES TO INTERFERON-γ
  Interferons are cytokines that play a complex and central role in the resistance of mammalian hosts to pathogens. Type I interferon (IFN-alpha and IFN-beta) is secreted by virus-infected cells. Immune, type II, or gamma-interferon (IFN-gamma) is secreted by th…
  openalex Ulrich Boehm, Thorsten Klamp, M. de Groot, Jonathan C. Howard 1997-04-01 置信度 0.72 BiologyMajor histocompatibility complexAntigen presentationInterferon gammaCell biology
• Macrophages as tools and targets in cancer therapy
  openalex Alberto Mantovani, Paola Allavena, Federica Marchesi, Cecília Garlanda 2022-08-16 置信度 0.72 Cancer researchCancer immunotherapyImmunotherapyAngiogenesisMacrophage polarization
• Two Logics of Indirect Governance: Delegation and Orchestration
  This article introduces the concept of orchestration as the mobilization of an intermediary by an orchestrator on a voluntary basis in pursuit of a joint governance goal. Orchestrator-Intermediary theory then provides a model of indirect governance that supple…
  openalex Kenneth W. Abbott, Philipp Genschel, Duncan Snidal, Bernhard Zangl 2015-07-21 置信度 0.72 OrchestrationDelegationCorporate governanceLegitimacyIntermediary
• Microtubule-targeted anticancer agents and apoptosis
  openalex Kapil N. Bhalla 2003-12-08 置信度 0.72 BiologyMitosisApoptosisCell cycleMicrotubule
• Alveolar Macrophages as Orchestrators of COPD
  Alveolar macrophages play a critical role in the pathophysiology of COPD and are a major target for future anti-inflammatory therapy. Macrophage numbers are markedly increased in the lung and alveolar space of patients with COPD and are localized to sites of a…
  openalex Peter J. Barnes 2004-01-01 置信度 0.72 COPDChemokineInflammationMedicineImmunology
• A survey on large language model based autonomous agents
  Abstract Autonomous agents have long been a research focus in academic and industry communities. Previous research often focuses on training agents with limited knowledge within isolated environments, which diverges significantly from human learning processes,…
  openalex Lei Wang, Chen Ma, Xueyang Feng, Zeyu Zhang 等 2024-03-22 置信度 0.72 Computer scienceArtificial intelligence
• BH3-only proteins: Orchestrators of apoptosis
  openalex Aisha Shamas‐Din, Hetal Brahmbhatt, Brian Leber, David W. Andrews 2010-12-12 置信度 0.72 Cell biologyAutophagyEndoplasmic reticulumProgrammed cell deathApoptosis
• Geometric cues for directing the differentiation of mesenchymal stem cells
  Significant efforts have been directed to understanding the factors that influence the lineage commitment of stem cells. This paper demonstrates that cell shape, independent of soluble factors, has a strong influence on the differentiation of human mesenchymal…
  openalex K. Kilian, Branimir Bugarija, Bruce T. Lahn, Milan Mrksich 2010-03-01 置信度 0.72 Cell biologyMesenchymal stem cellParacrine signallingBiologyFocal adhesion
• Molecular and cellular mechanisms of liver fibrosis and its regression
  openalex Tatiana Kisseleva, David A. Brenner 2020-10-30 置信度 0.72 MyofibroblastHepatic stellate cellFibrosisMedicineExtracellular matrix
• Dynamic Multi-Agent Orchestration and Retrieval for Multi-Source Question-Answer Systems using Large Language Models
  We propose a methodology that combines several advanced techniques in Large Language Model (LLM) retrieval to support the development of robust, multi-source questionanswer systems. This methodology is designed to integrate information from diverse data source…
  openalex Antony Seabra, Claudio Cavalcante, Jo˜ao Nepomuceno, Lucas Lago 等 2024-12-20 置信度 0.72 OrchestrationComputer scienceInformation retrievalNatural language processingArtificial intelligence
• AgentGuard: Repurposing Agentic Orchestrator for Safety Evaluation of Tool Orchestration
  The integration of tool use into large language models (LLMs) enables agentic systems with real-world impact. In the meantime, unlike standalone LLMs, compromised agents can execute malicious workflows with more consequential impact, signified by their tool-us…
  openalex J.L. Chen, Samuel Lee Cong 2025-02-13 置信度 0.72 OrchestrationRepurposingComputer scienceEngineeringMusical
• MAO: A Framework for Process Model Generation With Multi-Agent Orchestration
  Process models are frequently used in software engineering to describe business requirements, guide software testing and control system improvement. However, traditional process modeling methods often require the participation of numerous experts, which is exp…
  openalex Leilei Lin, Yumeng Jin, Yingming Zhou, Wenlong Chen 等 2025-09-18 置信度 0.72 Computer scienceOrchestrationProcess (computing)Process modelingData modeling
• Multi-Agent Reinforcement Learning for Adaptive Resource Orchestration in Cloud-Native Clusters
  This paper addresses the challenges of high resource dynamism and scheduling complexity in cloud-native database systems. It proposes an adaptive resource orchestration method based on multi-agent reinforcement learning. The method introduces a heterogeneous r…
  openalex Guanzi Yao, Heyao Liu, Linyan Dai 2025-08-22 置信度 0.72 Reinforcement learningComputer scienceDynamismScheduling (production processes)Orchestration