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• LLMoxie: Exploring Agentic AI for Scientific Software Development
  In this paper, we describe LLMoxie, an institutional AI platform whose three-tiered architecture supports multi-cloud and on-premise inference, a LiteLLM/MLflow control plane for authentication, budgeting, PII masking, and observability, and an application aug…
  arxiv Landung Setiawan, Anant Mittal, Cordero Core, Anshul Tambay 等 2026-07-02T18:46:27Z 置信度 0.78 cs.SEcs.AIcs.DCcs.MA
• Internet of Agentic AI: Incentive-Compatible Distributed Teaming and Workflow
  Large language models (LLMs) have enabled a new class of agentic AI systems that reason, plan, and act by invoking external tools. However, most existing agentic architectures remain centralized and monolithic, limiting scalability, specialization, and interop…
  arxiv Ya-Ting Yang, Quanyan Zhu 2026-02-03T06:00:34Z 置信度 0.78 cs.GTcs.AIcs.MA
• Transforming Mission Control into an Agentic Workflow for Future xEVA
  Future human exploration of Mars faces a critical operational barrier: communication latencies of 3 to 22 minutes will sever the real-time feedback loop between the crew and Earth-based Mission Control Center (MCC), rendering traditional “over-the-shoulder” gu…
  crossref Kaisheng Li, Richard S. Whittle 2026-07-29T18:24:23Z 置信度 0.70
• Design of Multi Agent Autonomous Workflow Systems using Agentic AI Frameworks
  The objective of this paper is to examine the construction and design of multi-agent autonomous workflow systems (MAWS) that utilize agentic AI systems, as well as their impact on the evolution of business systems and the efficiency of business processes and d…
  crossref Harish Apuri, Charani Yepuri 2026-04-28T16:55:19Z 置信度 0.70
• SCALE: Scalable Cross-Attention Learning with Extrapolation for Agentic Workflow Scheduling
  Agentic Large Language Model (LLM) systems decompose complex tasks into workflow Directed Acyclic Graphs (DAGs) whose primitives must be scheduled on heterogeneous clusters. Existing deep reinforcement learning (DRL) schedulers are tied to a fixed cluster size…
  crossref Zhifei Xu, Jierui Lan, Zixuan Liang, Aiji Liang 等 2026-06-23T20:39:24Z 置信度 0.70
• Enhancing Risk Analysis in Drilling Operations Using an Agentic LLM Workflow
  Abstract This paper presents a novel, modular agentic workflow leveraging large language models (LLMs)—a technology increasingly validated for its ability to handle complex textual data in drilling operations (e.g., Ferrigno et al., 2024)—and deterministic rul…
  crossref P. Chica, Agustin Soriano Rementeria, A. Hussein, B. El Koussa 2025-11-03T00:17:22Z 置信度 0.70
• An Llm-Powered Agentic Workflow for Augmenting Construction Defect Report Classification in Low-Resourcesettings
  crossref Uzair Ahmad, Hasan Haroglu, Algan Tezel, Bekir Ciftler 2025-08-18T16:36:30Z 置信度 0.70
• Chapter 48: Agentic AI for Sustainable Behaviour: A Coaching Framework and Workflow
  Addressing the climate crisis requires individuals to adopt and maintain multiple low-carbon behaviours across diverse aspects of everyday life.Traditional behavioural interventions, although effective in specific contexts, often lack the scope and longevity n…
  crossref Dario Krpan 2026-06-29T23:47:11Z 置信度 0.70
• AI Agents and Business Workflow
  crossref Ken Huang 2025-06-09T13:13:01Z 置信度 0.70
• AVIATOR: Towards AI-Agentic Vulnerability Injection Workflow for High-Fidelity, Large-Scale Code Security Dataset
  The increasing complexity of software systems and the sophistication of cyber-attacks have underscored the critical need for reliable automated software vulnerability detection. Data-driven approaches using deep learning models show promise but critically depe…
  crossref Amine Lbath, Massih-Reza Amini, Aurelien Delaitre, Vadim Okun 2026-02-24T03:44:09Z 置信度 0.70
• Agentic AI for Productivity: A Framework for Prompt-Driven Email Automation and Workflow Orchestration
  This project proposes an AI-powered personal assistant that interprets natural language prompts to automate tasks including email composition, ticket booking, and document generation (Word, Excel, PPT). The system will provide real-time progress updates and re…
  crossref Shreyas Nair, Prerna Waghmare, Dolly Singh, Om Garg 等 2026-07-29T13:25:42Z 置信度 0.70
• Agentic AI-Powered Automation: A New Paradigm for Healthcare Workflow Optimization
  The approach to AI-driven healthcare automation, which is being introduced using agentic AI, is a revolutionary one that uses self-directing and context-sensitive agents with decision-making abilities assigned to them so that they can carry out the activities.…
  crossref Babul Kumar Sahu 2025-07-22T06:14:22Z 置信度 0.70
• Operationalising Consulting Methodology Through Workflow Orchestration: A Design Science Study of CWORT with Governed Agentic AI Support
  Consulting engagements play a critical role in organisational decision-making, yet delivery often remains highly manual, fragmented, and dependent on individual practitioner experience. While consulting methodologies provide conceptual guidance, they are rarel…
  crossref Oluwaseun Iyiola 2026-06-16T01:37:35Z 置信度 0.70
• Agentic AI, Large Language Model Methodologies, and Workflow-Level ROI in Portfolio Risk Analysis at Navy Federal Credit Union: An Evidence-Constrained Quasi-Experimental Comparison of the Pre-Agentic Era (2023-2024) and the 2025 Transition
  This study examines whether publicly available evidence is consistent with an improvement in the workflow-level return on investment (ROI) of portfolio risk analysis at Navy Federal Credit Union after the institution moved from bounded digital-investment autom…
  crossref Matthias Mbarga 2026-05-29T08:29:37Z 置信度 0.70
• DeepFix: Debugging and Fixing Machine Learning Workflow using Agentic AI
  crossref Fadel Mamar Seydou, Arnab Sharma 2026-07-16T21:48:20Z 置信度 0.70
• Contamination Prevention in Agentic Workflow Assessments
  Large Language Models (LLMs) may infer that they are being evaluated and strategically modify their responses to appear more aligned than they actually are; a phenomenon described as alignment faking or evaluation awareness. This presents a fundamental challen…
  crossref Gary Condon, Musfira Jilani 2026-02-16T11:24:28Z 置信度 0.70
• Agentic AI Framework for Autonomous Multi-Step Workflow Orchestration in Enterprise Cloud-Edge Infrastructure
  crossref Zinkal Thakker 2026-06-23T19:43:02Z 置信度 0.70
• APPLICATION OF AGENTIC AI AND CLINICAL REASONING MODELS IN CLINICAL WORKFLOW: A SYSTEMATIC IMPLEMENTATION STUDY OF DOCTORASSIST.AI
  crossref Abilash Raghunandanan 2025-02-10T05:16:56Z 置信度 0.70
• <span>Mandate</span>: Underwriting, Monitoring and Governing AI Agents that Transact and Borrow A Credit-Risk and Accountability Workflow for Agentic Commerce
  Autonomous and semi-autonomous AI agents have begun to transact and, in short order, will borrow on behalf of consumers and businesses. The payment industry has moved quickly to build the rails for this: identity, authorisation and settlement standards are eme…
  crossref John Christiansen 2026-07-14T07:27:10Z 置信度 0.70
• Agentic AI Workflow for Virtual Screening with Docking, ADMET Filtering, and Human Hit Triage
  Virtual screening can identify novel chemical starting points, but the workflow connecting docking, diverse filtering, and expert hit selection is largely manual. This fragmentation becomes especially limiting when screening campaigns expand from focused libra…
  crossref Luis Herrera, Daniela Rojas, Andres Castro 2026-05-28T10:59:51Z 置信度 0.70
• Text to SQL AI Agentic Workflow Implementations: A Systematic Literature Review
  This study comprehensively examines recent advancements and persistent challenges in the development of Text-to-SQL systems, specifically focusing on the integration of agentic workflows with a RAG or Graph-Retrieval Augmented Generation (Graph-RAG) approach. …
  crossref Eranda De Silva, Dinesh Asanka 2026-02-25T20:55:02Z 置信度 0.70
• Legal Document Summarization: A Zero-shot Modular Agentic Workflow Approach
  The large volume and inherent complexity of Indian Court judgments, which feature nuanced legal arguments and extensive factual details, have created a need for high-quality automated summarization systems.We develop two zero-shot modular agentic workflow fram…
  crossref Taha Sadikot, Sarika Jain 2026-03-17T17:29:33Z 置信度 0.70
• agentic ai in marketing education: toward autonomous workflow orchestration
  Artificial intelligence (AI) is reshaping marketing practice and consequently marketing education. While prior pedagogical research has examined traditional AI tasks and more recently generative AI (GenAI) in marketing education, limited attention has been dev…
  crossref Aria Teimourzadeh, Samantha Kakavand, Benjamin Kakavand 2026-04-22T09:36:44Z 置信度 0.70
• INTELLIGENT SERVERLESS WORKFLOW AUTOMATION USING AGENTIC AI AND JAVA REST APIS ON GOOGLE CLOUD PLATFORM
  crossref Srinivas Adilapuram 2026-04-17T18:36:05Z 置信度 0.70
• Agentic AI Workflow Analysis for a Robotic Debris Removal Mission
  crossref Javier Maldonado-Romo, Farah Diya Yasmine, Ridima Sur, Oumaima Nakrimi 等 2026-01-16T14:19:03Z 置信度 0.70
• The 'Antigravity' Effect in Human-AI Collaboration: Evaluating Agentic Workflow Automation and Error Prevention in Day-To-Day Operations
  The paradigm of human-machine interaction is shifting from reactive tool utilization to proactive, agentic collaboration. This paper conceptualizes the "Antigravity Effect"-the systematic removal of administrative friction, cognitive load, and operational drag…
  crossref 2026-07-28T14:11:36Z 置信度 0.70
• Autonomous Agentic AI for Clinical Workflow Orchestration: Self-Managing Healthcare Operations
  Healthcare operations are inherently complex, involving dynamic coordination across emergency triage, diagnostics, surgery, and discharge processes. Traditional orchestration methods such as manual scheduling, static bed boards, and siloed communication strugg…
  crossref Arjun Warrier, Abhilash K S 2026-01-01T18:35:43Z 置信度 0.70
• Automation Won't Save You—Workflow Redesign Will: The Strategic Imperative for Value Capture in the Age of Agentic AI
  Artificial intelligence has transitioned from a productivity tool to a strategic inflection point, yet most organizations fail to capture enterprise value from individual efficiency gains because workflows remain unchanged. This article synthesizes evidence fr…
  crossref Jonathan H. Westover 2026-04-25T17:40:33Z 置信度 0.70
• GeoAIAgent-Agentic workflow for automated geospatial data management
  crossref Leonardo Pondian Tizzei, Gabrielle Nyirjesy, Levente Klein, Ildar Khabibrakhmanov 等 2026-05-21T11:40:19Z 置信度 0.70
• MALPRE: Malware Protocol Reverse Engineering through Code Slicing and Agentic Workflow
  Clarifying malware communication protocols is critical for enhancing system security. Existing protocol reverse engineering (PRE) methods lack effective strategies, failing to recover protocol structures or infer precise field semantics. To address these chall…
  crossref Yuyao Huang, Fei Kang, Hui Shu, Guoyu Huo 2025-11-13T18:42:37Z 置信度 0.70
• Integrating Agentic AI and Workflow Automation in Scientific and Engineering Domains
  crossref ALLEN OBEID NDAHOZE ALLEN OBEID NDAHOZE 2026-05-05T03:11:31Z 置信度 0.70
• Eppy-LLM: An Agentic Workflow for Language-Driven Building Energy Modeling And Optimization Using EnergyPlus
  This study introduces Eppy-LLM, a lightweight multi-agent framework that integrates large language models (LLMs) with EnergyPlus to support interpretable, reproducible, and adaptive analysis based on building energy modeling. The system translates natural-lang…
  crossref Huiwen Zhou, Liang Zhang 2026-05-14T08:24:18Z 置信度 0.70
• Agentic cognitive orchestration for cross-lingual patent intelligence: A modular workflow automation approach
  crossref Huei-Yu Wang, Hao-Ren Ke 2026-07-16T05:54:51Z 置信度 0.70
• An Agentic, Workflow-Native System for Generating Structured Accessibility Annotations in Design Tools
  Abstract - Accessibility defects in modern software development frequently originate during the visual design stage, where dynamic interactions, focus management, and assistive technology expectations are insufficiently specified. Existing accessibility plugin…
  crossref Nilmani Kumar 2026-02-23T07:42:43Z 置信度 0.70
• Climate Service Recipes: automatic multi-hazard climate information workflow generation using agentic Large Language Models (LLMs) and knowledge graphs
  Climate Service Recipes (HACID-CSR) is an agentic system designed to assist providers of climate services in developing their advice for a wide range of clients. HACID-CSR guides providers by navigating the large and ever-increasing corpus of knowledge as well…
  crossref Anrijs Abele, Hailun Xie, Arjun Biswas, Hang Dong 等 2026-03-13T20:22:36Z 置信度 0.70
• Agentic Workflow Application to Trade Data Analysis and its Interpretive Limitations: Focusing on UN Comtrade HS 8542 Data
  Purpose – This study applies a Claude Code-based agentic workflow to HS 8542 (electronic integrated circuits) bilateral trade data for Korea, the USA, Japan, and China over 2013~2023, examining which stages are reproducible, and where interpretive risk emerges…
  crossref Wan Park 2026-07-23T06:47:18Z 置信度 0.70
• Enhancing AI Systems with Agentic Workflows Patterns in Large Language Model
  This paper explores the significant shift towards agentic workflows in the application of Large Language Models (LLMs), moving away from traditional, linear interactions between users and AI. Through a case study analysis, we highlight the effectiveness of age…
  openalex Aditi Singh, Abul Ehtesham, Saket Kumar, Tala Talaei Khoei 2024-05-29 置信度 0.72 Computer scienceWorkflowNatural language processingProgramming languageLanguage model
• Automatic building energy model development and debugging using large language models agentic workflow
  openalex Liang Zhang, Vitaly Ford, Zhelun Chen, Jianli Chen 2024-11-26 置信度 0.72 WorkflowDebuggingComputer scienceEnergy (signal processing)Software engineering
• Enacting the Distributed Business Workflows Using BPEL4WS on the Multi-agent Platform
  openalex Li Guo, Dave Robertson, Yun-Heh Chen-Burger 2005-01-01 置信度 0.72 Computer scienceWorkflowSoftware engineeringDistributed computingBusiness process
• A survey on LLM-based multi-agent systems: workflow, infrastructure, and challenges
  Abstract The pursuit of more intelligent and credible autonomous systems, akin to human society, has been a long-standing endeavor for humans. Leveraging the exceptional reasoning and planning capabilities of large language models (LLMs), LLM-based agents have…
  openalex Xinyi Li, S. Wang, Siqi Zeng, Yu Wu 等 2024-10-08 置信度 0.72 WorkflowComputer scienceProcess managementData scienceBusiness
• Multi-Objective Workflow Scheduling With Deep-Q-Network-Based Multi-Agent Reinforcement Learning
  Cloud Computing provides an effective platform for executing large-scale and complex workflow applications with a pay-as-you-go model. Nevertheless, various challenges, especially its optimal scheduling for multiple conflicting objectives, are yet to be addres…
  openalex Yuandou Wang, Hang Liu, Wanbo Zheng, Yunni Xia 等 2019-01-01 置信度 0.72 Reinforcement learningComputer scienceWorkflowScheduling (production processes)Distributed computing
• Dynamic-Agents, Workflow and XML for E-Commerce Automation
  openalex Qiming Chen, Umesh Dayal, Meichun Hsu, Martin Griss 2000-01-01 置信度 0.72 Computer scienceXMLWorkflowWeb serviceWorkflow management system
• A federation–agent–workflow simulation framework for virtual organisation development
  openalex Hai Zhuge, Jian Chen, Yulin Feng, Xiaoqing Shi 2002-01-01 置信度 0.72 WorkflowVirtual organizationDomain (mathematical analysis)Computer scienceProcess (computing)
• Verifying Security Policies in Multi-agent Workflows with Loops
  We consider the automatic verification of information flow security policies of web-based workflows, such as conference submission systems like EasyChair. Our workflow description language allows for loops, non-deterministic choice, and an unbounded number of …
  openalex Bernd Finkbeiner, Christian Müller, Helmut Seidl, Eugen Zălinescu 2017-10-27 置信度 0.72 Computer scienceWorkflowDecidabilityTemporal logicSecurity policy
• A Survey on Agent Workflow – Status and Future
  In the age of large language models (LLMs), autonomous agents have emerged as a powerful paradigm for achieving general intelligence. These agents dynamically leverage tools, memory, and reasoning capabilities to accomplish user-defined goals. As agent systems…
  openalex Cihang Yu, Zihan Cheng, Hanwen Cui, Yang Gao 等 2025-05-23 置信度 0.72 WorkflowComputer scienceData scienceDatabase
• Inductive Invariants for Noninterference in Multi-agent Workflows
  Our goal is to certify absence of information leaks in multi-agent workflows, such as conference management systems like EasyChair. These workflows can be executed by any number of agents some of which may form coalitions against the system. Therefore, checkin…
  openalex Christian Müller, Helmut Seidl, Eugen Zălinescu 2018-07-01 置信度 0.72 WorkflowDecidabilityComputer scienceInvariant (physics)Class (philosophy)
• Agent-based workflow management in collaborative product development on the Internet
  openalex G. Q. Huang, Jinfeng Huang, K.L. Mak 2000-02-01 置信度 0.72 WorkflowComputer scienceTeamworkThe InternetCollaborative software
• PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows
  Large Language Models (LLMs) and other foundation models are increasingly used as the core of AI agents. In agentic workflows, these agents plan tasks, interact with humans and peers, and influence scientific outcomes across federated and heterogeneous environ…
  openalex Renan P. Souza, Amal Gueroudji, Stephen DeWitt, Daniel Rosendo 等 2025-09-15 置信度 0.72 WorkflowComputer scienceContext (archaeology)MetadataReliability (semiconductor)
• From prompt injections to protocol exploits: Threats in LLM-powered AI agents workflows
  openalex Mohamed Amine Ferrag, Norbert Tihanyi, Djallel Hamouda, LA Maglaras 等 2026-04-01 置信度 0.72 ExploitComputer scienceComputer securityWorkflowVulnerability (computing)
• Optimization of Multi-Agent Workflow for Human-Robot Collaboration in Assembly Manufacturing
  Human-robot collaboration presents an opportunity to improve the efficiency of manufacturing and assem-bly processes, particularly for aerospace manufacturing where tight integration and variability in the build process make physical isolation of robotic-only …
  openalex Ronald Wilcox, Julie Shah 2012-06-19 置信度 0.72 WorkflowComputer scienceRobotHuman–robot interactionManufacturing engineering
• Agent based process management: applying intelligent agents to workflow
  This paper presents an Agent-based Process Management System (APMS) architecture that combines recent developments in autonomous agent technology and distributed computing platforms. It argues that a service-oriented view is required in order to meet the requi…
  openalex P. D. O'Brien, Mario Wiegand 1998-07-01 置信度 0.72 WorkflowComputer scienceProcess (computing)Business processWorkflow management system
• Agent Workflow Memory
  Despite the potential of language model-based agents to solve real-world tasks such as web navigation, current methods still struggle with long-horizon tasks with complex action trajectories. In contrast, humans can flexibly solve complex tasks by learning reu…
  openalex Zora Zhiruo Wang, Mao, Jiayuan, Daniel Fried, Graham Neubig 2024-09-11 置信度 0.72 WorkflowComputer scienceDatabase
• Taverna: a tool for the composition and enactment of bioinformatics workflows
  MOTIVATION: In silico experiments in bioinformatics involve the co-ordinated use of computational tools and information repositories. A growing number of these resources are being made available with programmatic access in the form of Web services. Bioinformat…
  openalex Tom Oinn, Matthew Addis, Justin Ferris, Darren Marvin 等 2004-06-17 置信度 0.72 WorkflowWorkbenchComputer scienceWorld Wide WebGraphical user interface
• DartFlow: A Workflow Management System on the Web using Transportable Agents
  Workflow management systems help streamline business processes and increase productivity. This paper describes the design and implementation of the DartFlow workflow management system. DartFlow uses Web-browser embedded Java applets as its front end and transp…
  openalex Ting Cai, Peter A. Gloor, Saurab Nog 1996-05-01 置信度 0.72 WorkflowComputer scienceJavaWorkflow management systemJava applet
• An agent-based Web service workflow model for inter-enterprise collaboration
  openalex Shuying Wang, Weiming Shen, Qi Hao 2006-01-27 置信度 0.72 WorkflowComputer scienceWorkflow technologyWorkflow management systemWorkflow engine
• WADE: a software platform to develop mission critical applications exploiting agents and workflows
  In this paper, we describe two mission critical applications currently deployed by Telecom Italia in the Operations Support System domains. The first one called Network Neutral Element Manager implements a mediation layer between network elements and OSS syste…
  openalex Giovanni Caire, Danilo Gotta, Massimo Banzi 2008-05-12 置信度 0.72 Computer scienceWorkflowJADE (particle detector)Software engineeringScalability
• Agent-based workflow management for RFID-enabled real-time reconfigurable manufacturing
  Recent developments in wireless technologies have created opportunities for developing reconfigurable wireless manufacturing systems with real-time traceability, visibility and interoperability in shop-floor planning, execution and control. This paper proposes…
  openalex Yingfeng Zhang, George Q. Huang, Ting Qu, Oscar Ho 2010-01-24 置信度 0.72 WorkflowInteroperabilityComputer scienceManufacturing execution systemTraceability
• An agent-based approach for coordinating product design workflows
  openalex Therani Madhusudan 2005-02-25 置信度 0.72 WorkflowComputer scienceProcess managementReuseSystems engineering
• Agentic Workflows for Improving Large Language Model Reasoning in Robotic Object-Centered Planning
  Large Language Models (LLMs) provide cognitive capabilities that enable robots to interpret and reason about their workspace, especially when paired with semantically rich representations like semantic maps. However, these models are prone to generating inaccu…
  openalex Jesus Moncada-Ramirez, Jose-Luis Matez-Bandera, Javier González-Jiménez, José-Raúl Ruiz-Sarmiento 2025-02-24 置信度 0.72 WorkflowComputer scienceObject (grammar)Human–computer interactionArtificial intelligence
• Agent-oriented compositional approaches to services-based cross-organizational workflow
  openalex M. Brian Blake, Hassan Gomaa 2004-05-29 置信度 0.72 WorkflowComputer scienceWeb serviceWorkflow management systemService-oriented architecture
• Agent-enhanced Workflow
  openalex D. W. Judge, B R Odgers, J Shepherdson, Zhanfeng Cui 1998-07-01 置信度 0.72 Computer scienceWorkflowSoftware agentSoftwareWorkflow management system
• The design of intelligent workflow monitoring with agent technology
  openalex Minhong Wang, Huaiqing Wang, Dongming Xu 2005-05-05 置信度 0.72 WorkflowWorkflow technologyWorkflow management systemWorkflow engineComputer science
• Workflow agents
  Software agents as user agents, resource agents, and brokers may be able to enhance usefulness of workflow applications. Workflow technology is important to network computing because workflows exist naturally wherever distributed resources are interrelated. Th…
  openalex Michael N. Huhns, Munindar P. Singh 1998-01-01 置信度 0.72 WorkflowComputer scienceWorkflow technologyWorkflow management systemWorkflow engine
• AFlow: Automating Agentic Workflow Generation
  Large language models (LLMs) have demonstrated remarkable potential in solving complex tasks across diverse domains, typically by employing agentic workflows that follow detailed instructions and operational sequences. However, constructing these workflows req…
  openalex Jiayi Zhang, Xiang, Jinyu, Zhaoyang Yu, Teng, Fengwei 等 2024-10-14 置信度 0.72 WorkflowComputer scienceSoftware engineeringDatabase
• A stochastic multi-agent system for Internet of Things-enabled waste management in smart cities.
  The population of the Earth is moving towards urban areas forming smart cities (SCs). Waste management is a component of SCs. We consider a SC which contains a distribution of waste bins and a distribution of waste trucks located in the SC sectors. Bins and tr…
  europepmc 2018 置信度 0.80
• A Multi-Agent System Based Approach to Fight Financial Fraud: An Application to Money Laundering
  The anti-money laundering (AML) process has failed both in identifying suspicious cases in due time as in assisting the AML analysts in decision making. Starting from a new generic anti-fraud approach, this article presents the main aspects related to the deve…
  europepmc 2018 置信度 0.80
• A fuzzy logic control in adjustable autonomy of a multi-agent system for an automated elderly movement monitoring application.
  Autonomous agents are being widely used in many systems, such as ambient assisted-living systems, to perform tasks on behalf of humans. However, these systems usually operate in complex environments that entail uncertain, highly dynamic, or irregular workload.…
  europepmc 2018 置信度 0.80
• Combining a Multi-Agent System and Communication Middleware for Smart Home Control: A Universal Control Platform Architecture.
  In recent years, the smart home field has gained wide attention for its broad application prospects. However, families using smart home systems must usually adopt various heterogeneous smart devices, including sensors and devices, which makes it more difficult…
  europepmc 2017 置信度 0.80
• Bio-Inspired Manufacturing Multi-Agent System for Control and Coordination of AGV Systems
  In this paper, modelling, simulation and verification of multi-agent manufacturing system with application of bio-inspired techniques are addressed. To this end, the new solution of abstract architecture for control and coordination decentralized systems - COD…
  europepmc 2016 置信度 0.80
• Content modification attacks on consensus seeking multi-agent system with double-integrator dynamics.
  In this paper, vulnerability of a distributed consensus seeking multi-agent system (MAS) with double-integrator dynamics against edge-bound content modification cyber attacks is studied. In particular, we define a specific edge-bound content modification cyber…
  europepmc 2016 置信度 0.80
• Endogenous Price Bubbles in a Multi-Agent System of the Housing Market.
  Economic history shows a large number of boom-bust cycles, with the U.S. real estate market as one of the latest examples. Classical economic models have not been able to provide a full explanation for this type of market dynamics. Therefore, we analyze home p…
  europepmc 2015 置信度 0.80
• Knowledge-based reasoning to annotate noncoding RNA using multi-agent system.
  Noncoding RNAs (ncRNAs) have been focus of intense research over the last few years. Since characteristics and signals of ncRNAs are not entirely known, researchers use different computational tools together with their biological knowledge to predict putative …
  europepmc 2015 置信度 0.80
• How to solve a classification problem using a cooperative tiling Multi-Agent System?
  Adaptive Multi-Agent Systems (AMAS) transform dynamic problems into problems of local cooperation between agents. We present smapy, an ensemble based AMAS implementation for mobility prediction, whose agents are provided with machine learning models in additio…
  arxiv Thibault Fourez, Nicolas Verstaevel, Frédéric Migeon, Frédéric Schettini 等 2022-09-15T09:35:33Z 置信度 0.78 cs.MAcs.AIcs.LG
• Unravelling multi-agent ranked delegations
  We introduce a voting model with multi-agent ranked delegations. This model generalises liquid democracy in two aspects: first, an agent's delegation can use the votes of multiple other agents to determine their own -- for instance, an agent's vote may corresp…
  arxiv Rachael Colley, Umberto Grandi, Arianna Novaro 2021-11-25T15:58:39Z 置信度 0.78 cs.AIcs.MA
• Agent4cs: A Multi-agent System for Code Summarization in Large Hierarchical Codebases
  Understanding large, complex codebases, especially those with obfuscated structures and incomplete documentation, remains a significant challenge. Existing code summarization solutions often rely on a single language model or coding assistant like Claude Code,…
  arxiv Yongjian Tang, Ezgi Sarikayak, Doruk Tuncel, Jie M. Zhang 等 2026-07-01T19:41:38Z 置信度 0.78 cs.AI
• Understanding Multi-Agent LLM Frameworks: A Unified Benchmark and Experimental Analysis
  Multi-agent LLM frameworks are widely used to accelerate the development of agent systems powered by large language models (LLMs). These frameworks impose distinct architectural structures that govern how agents interact, store information, and coordinate task…
  arxiv Abdelghny Orogat, Ana Rostam, Essam Mansour 2026-02-03T05:37:56Z 置信度 0.78 cs.AI
• QCNeXt: A Next-Generation Framework For Joint Multi-Agent Trajectory Prediction
  Estimating the joint distribution of on-road agents' future trajectories is essential for autonomous driving. In this technical report, we propose a next-generation framework for joint multi-agent trajectory prediction called QCNeXt. First, we adopt the query-…
  arxiv Zikang Zhou, Zihao Wen, Jianping Wang, Yung-Hui Li 等 2023-06-18T09:40:40Z 置信度 0.78 cs.CVcs.RO
• Soft Control on Collective Behavior of a Group of Autonomous Agents by a Shill Agent
  This paper asks a new question: how can we control the collective behavior of self-organized multi-agent systems? We try to answer the question by proposing a new notion called 'Soft Control', which keeps the local rule of the existing agents in the system. We…
  arxiv Jing Han, Ming Li, Lei Guo 2010-07-06T04:00:10Z 置信度 0.78 cs.MA
• A Hierarchical Game-Theoretic Decision-Making for Cooperative Multi-Agent Systems Under the Presence of Adversarial Agents
  Underlying relationships among Multi-Agent Systems (MAS) in hazardous scenarios can be represented as Game-theoretic models. This paper proposes a new hierarchical network-based model called Game-theoretic Utility Tree (GUT), which decomposes high-level strate…
  arxiv Qin Yang, Ramviyas Parasuraman 2023-03-28T15:16:23Z 置信度 0.78 cs.MAcs.AIcs.LGcs.ROeess.SY
• Multi-Agent Robotic Control with Onboard Vision-Language Models
  Vision Language Models (VLMs) and Vision Language Action (VLA) models have shown promise in robotic control. Yet, they face significant challenges regarding explainability, generalization, and compute requirements. This paper presents a Multi-Agent System (MAS…
  arxiv Kajetan Rachwał, Maciej Majek, Bartłomiej Boczek, Jakub Matejczyk 等 2026-07-08T13:37:31Z 置信度 0.78 cs.MAcs.RO
• The Multi-Agent Programming Contest: A résumé
  The Multi-Agent Programming Contest, MAPC, is an annual event organized since 2005 out of Clausthal University of Technology. Its aim is to investigate the potential of using decentralized, autonomously acting intelligent agents, by providing a complex scenari…
  arxiv Tobias Ahlbrecht, Jürgen Dix, Niklas Fiekas, Tabajara Krausburg 2020-06-04T10:00:51Z 置信度 0.78 cs.MA
• Local Advantage Actor-Critic for Robust Multi-Agent Deep Reinforcement Learning
  Policy gradient methods have become popular in multi-agent reinforcement learning, but they suffer from high variance due to the presence of environmental stochasticity and exploring agents (i.e., non-stationarity), which is potentially worsened by the difficu…
  arxiv Yuchen Xiao, Xueguang Lyu, Christopher Amato 2021-10-16T19:03:34Z 置信度 0.78 cs.LGcs.AIcs.MA
• Decomposability and Parallel Computation of Multi-Agent LQR
  Individual agents in a multi-agent system (MAS) may have decoupled open-loop dynamics, but a cooperative control objective usually results in coupled closed-loop dynamics thereby making the control design computationally expensive. The computation time becomes…
  arxiv Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty 2020-10-16T20:15:39Z 置信度 0.78 eess.SYcs.AImath.OC
• Envisioning Sensemaking in Multi-Human, Multi-Agent Collaborative Knowledge Work
  Sensemaking is central to knowledge work, where people search, evaluate, interpret, and use information over time to construct durable understanding. The rise of generative AI has begun to reshape this process: GenAI systems now perform interpretive functions …
  arxiv Zhitong Guan, Soo Young Rieh 2026-04-23T15:55:24Z 置信度 0.78 cs.HCcs.MA
• When2com: Multi-Agent Perception via Communication Graph Grouping
  While significant advances have been made for single-agent perception, many applications require multiple sensing agents and cross-agent communication due to benefits such as coverage and robustness. It is therefore critical to develop frameworks which support…
  arxiv Yen-Cheng Liu, Junjiao Tian, Nathaniel Glaser, Zsolt Kira 2020-05-30T04:41:32Z 置信度 0.78 cs.CVcs.MAcs.RO
• Communicating Unexpectedness for Out-of-Distribution Multi-Agent Reinforcement Learning
  Applying multi-agent reinforcement learning methods to realistic settings is challenging as it may require the agents to quickly adapt to unexpected situations that are rarely or never encountered in training. Recent methods for generalization to such out-of-d…
  arxiv Min Whoo Lee, Kibeom Kim, Soo Wung Shin, Minsu Lee 等 2025-01-02T08:47:12Z 置信度 0.78 cs.MA
• Influence of Team Interactions on Multi-Robot Cooperation: A Relational Network Perspective
  Relational networks within a team play a critical role in the performance of many real-world multi-robot systems. To successfully accomplish tasks that require cooperation and coordination, different agents (e.g., robots) necessitate different priorities based…
  arxiv Yasin Findik, Hamid Osooli, Paul Robinette, Kshitij Jerath 等 2023-10-19T17:02:31Z 置信度 0.78 cs.ROcs.MA
• Automated Guidance of Collective Movement in a Multi-Agent Model of Physarum polycephalum
  Collective movement occurs in living systems where the simple movements of individual members of a pop- ulation are combined to generate movement of the collective as a whole, displaying complex dynamics which cannot be found in the component parts themselves.…
  arxiv Jeff Jones 2015-11-24T11:22:48Z 置信度 0.78 cs.ET
• Optimal Order of Multi-Agent and General Many-Body Systems
  This paper develops a general framework for analyzing multi-agent systems with feedback loops between agents actions and collective observations. The framework is built on two fundamental agent-level variables: power, which measures agent influence on collecti…
  arxiv Jake J. Xia 2026-06-18T17:03:03Z 置信度 0.78 q-fin.RMcs.AInlin.AOphysics.soc-ph
• An agent-based intelligent environmental monitoring system
  Fairly rapid environmental changes call for continuous surveillance and on-line decision making. There are two main areas where IT technologies can be valuable. In this paper we present a multi-agent system for monitoring and assessing air-quality attributes, …
  arxiv Ioannis N Athanasiadis, Pericles A Mitkas 2004-07-10T11:06:57Z 置信度 0.78 cs.MAcs.CE
• Re-conceptualising the Language Game Paradigm in the Framework of Multi-Agent Reinforcement Learning
  In this paper, we formulate the challenge of re-conceptualising the language game experimental paradigm in the framework of multi-agent reinforcement learning (MARL). If successful, future language game experiments will benefit from the rapid and promising met…
  arxiv Paul Van Eecke, Katrien Beuls 2020-04-09T17:55:15Z 置信度 0.78 cs.AIcs.CLcs.LGcs.MA
• Model-Free Optimal Control of Linear Multi-Agent Systems via Decomposition and Hierarchical Approximation
  Designing the optimal linear quadratic regulator (LQR) for a large-scale multi-agent system (MAS) is time-consuming since it involves solving a large-size matrix Riccati equation. The situation is further exasperated when the design needs to be done in a model…
  arxiv Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty 2020-08-14T23:39:22Z 置信度 0.78 eess.SYcs.MAmath.OC
• A new approach of designing Multi-Agent Systems
  Agent technology is a software paradigm that permits to implement large and complex distributed applications. In order to assist analyzing, conception and development or implementation phases of multi-agent systems, we've tried to present a practical applicati…
  arxiv Sara Maalal, Malika Addou 2012-04-07T00:10:33Z 置信度 0.78 cs.MAcs.AI
• Multi Agent Communication System for Online Auction with Decision Support System by JADE and TRACE
  The success of online auctions has given buyers access to greater product diversity with potentially lower prices. It has provided sellers with access to large numbers of potential buyers and reduced transaction costs by enabling auctions to take place without…
  arxiv A. Martin, T. Miranda Lakshmi, J. Madhusudanan 2011-09-06T07:22:18Z 置信度 0.78 cs.MA
• A Hybrid Adaptive Nash Equilibrium Solver for Distributed Multi-Agent Systems with Game-Theoretic Jump Triggering
  This paper presents a hybrid adaptive Nash equilibrium solver for distributed multi-agent systems incorporating game-theoretic jump triggering mechanisms. The approach addresses fundamental scalability and computational challenges in multi-agent hybrid systems…
  arxiv Qiuyu Miao, Zhigang Wu 2025-06-12T21:09:27Z 置信度 0.78 eess.SY
• Hierarchical Multi-agent Large Language Model Reasoning for Autonomous Functional Materials Discovery
  Artificial intelligence is reshaping scientific exploration, but most methods automate procedural tasks without engaging in scientific reasoning, limiting autonomy in discovery. We introduce Materials Agents for Simulation and Theory in Electronic-structure Re…
  arxiv Samuel Rothfarb, Megan C. Davis, Ivana Matanovic, Baikun Li 等 2025-12-15T22:08:18Z 置信度 0.78 cond-mat.mtrl-scics.AIcs.CLcs.LGcs.MA
• MedAide: Information Fusion and Anatomy of Medical Intents via LLM-based Agent Collaboration
  In healthcare intelligence, the ability to fuse heterogeneous, multi-intent information from diverse clinical sources is fundamental to building reliable decision-making systems. Large Language Model (LLM)-driven information interaction systems currently showi…
  arxiv Dingkang Yang, Jinjie Wei, Mingcheng Li, Jiyao Liu 等 2024-10-16T13:10:27Z 置信度 0.78 cs.CL
• Scalable δ-Level Coherent State Synchronization of Multi-Agent Systems in the Presence of Bounded Disturbances
  In this paper, we study scalable $δ-$level coherent state synchronization for multi-agent systems (MAS) where the agents are subject to bounded disturbances/noises. We propose a scale-free framework designed solely based on the knowledge of agent models and ag…
  arxiv Donya Nojavanzadeh, Zhenwei Liu, Ali Saberi, Anton A. Stoorvogel 2023-08-23T06:58:03Z 置信度 0.78 eess.SY
• Think Smart, Act SMARL! Analyzing Probabilistic Logic Shields for Multi-Agent Reinforcement Learning
  Safe reinforcement learning (RL) is crucial for real-world applications, and multi-agent interactions introduce additional safety challenges. While Probabilistic Logic Shields (PLS) has been a powerful proposal to enforce safety in single-agent RL, their gener…
  arxiv Satchit Chatterji, Erman Acar 2024-11-07T16:59:32Z 置信度 0.78 cs.AIcs.LG
• Evaluation of a Conversation Management Toolkit for Multi Agent Programming
  The Agent Conversation Reasoning Engine (ACRE) is intended to aid agent developers to improve the management and reliability of agent communication. To evaluate its effectiveness, a problem scenario was created that could be used to compare code written with a…
  arxiv David Lillis, Rem W. Collier, Howell R. Jordan 2014-10-09T21:24:05Z 置信度 0.78 cs.MA