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• Adaptive hierarchical learning for uncertainty-aware distributed energy resource planning.
  The proliferation of distributed energy resources introduces multi-source uncertainties, including implicit uncertainties arising from third-party operators' partial observability of security constraints, challenging traditional distribution network planning m…
  pubmed Xiang Y, Li L, Lu Y, Zhao AP 等 2026 Jan 23 置信度 0.82
• iDesignGPT enhances conceptual design via large language model agentic workflows.
  Conceptual engineering system design faces challenges from traditional methods and emerging AI tools to fully address its inherently complex, dynamic, and creativity-driven demands. iDesignGPT is a framework that integrates large language models with establish…
  pubmed Liu S, Shen Y, Zhang Y, Hou Z 等 2026 Jan 24 置信度 0.82
• Early diagnosis of axial spondyloarthritis in primary care using multi-agent systems.
  Axial spondyloarthritis (axSpA) is an inflammatory disease marked by chronic low back pain, with a global average diagnostic delay of 6.7 years. Early diagnosis is crucial for improving prognosis and reducing disability rates, yet primary care physicians (PCPs…
  pubmed Ji X, Li Z, Zeng L, Hu L 等 2026 Jan 22 置信度 0.82
• Consensus conditions for heterogeneous multi-agent sampled-data control systems with nonlinearities and inter-agent communication delay.
  This paper aims to address the consensus problem of heterogeneous nonlinear multi-agent systems (MASs) under sampled-data control with inter-agent communication delays. To tackle this problem effectively, a two-sided looped Lyapunov-Krasovskii functional is pr…
  pubmed Kim SH 2026 Mar 置信度 0.82
• Tracing strategic divergence: archetypal and counterfactual analysis of StarCraft II gameplay trajectories.
  To address the challenges of data heterogeneity, strategic diversity, and process opacity in interpreting multi-agent decision-making within complex competitive environments, we have developed TRACE, an end-to-end analytical framework for StarCraft II gameplay…
  pubmed Zhang J, Yang W 2025 置信度 0.82
• [A new paradigm for precision diagnosis and treatment of colorectal cancer in the era of artificial intelligence--From foundation models to multi-agent collaboration].
  The high heterogeneity of colorectal cancer poses significant challenges to clinical precision diagnosis and treatment. In recent years, artificial intelligence (AI) technology, represented by foundation models, has achieved breakthrough progress, offering a n…
  pubmed Cai D, Gao F, Wu XJ 2026 Jan 25 置信度 0.82
• Direct data-driven bipartite cooperative output consensus for heterogeneous multi-agent systems with external disturbances.
  This paper investigates the bipartite cooperative output consensus (BCOC) problem of heterogeneous multi-agent systems with external disturbances using direct data-driven control. Unlike most existing bipartite consensus, the controller is directly designed us…
  pubmed Gu M, Abdurahman A, Sader M, Jiang H 2026 Feb 置信度 0.82
• Mask-based privacy-preserving adaptive bipartite fuzzy consensus control for stochastic nonlinear multi-agent systems under markovian switching topologies.
  This paper studies an adaptive bipartite fuzzy consensus problem with privacy preservation in stochastic nonlinear multi-agent systems (SNMASs) under Markovian switching topologies. To handle unknown nonlinearities and protect sensitive information, a novel ob…
  pubmed Zhan X, Li X, Wu J, Cheng L 等 2026 Feb 置信度 0.82
• Multimodal diagnosis of Parkinson's disease with an internet-based collaborative agent architecture of medical language models.
  Parkinson's disease (PD) remains one of the most prevalent neurodegenerative disorders, where delays in diagnosis compromise therapeutic outcomes and increase healthcare costs. Conventional unimodal approaches, based on voice, sensors, or imaging, face critica…
  pubmed Junior EP, de Sousa FC, Chen J, Camacho D 等 2026 Feb 15 置信度 0.82
• Dynamic event-triggered mechanism for practical bipartite tracking consensus of uncertain high-order multi-agent systems under signed switching topologies.
  This paper investigates the practical bipartite tracking consensus for uncertain nonlinear high-order multi-agent systems with input saturation and time-varying input delay over signed switching topologies. To address input saturation and time-varying input de…
  pubmed Li J, Zhang Y 2026 Mar 置信度 0.82
• Democratising real-world drug discovery through agentic AI.
  Agentic systems that are based on large language models (LLMs) have emerged as promising tools in the chemistry domain over the past few years. Early examples included work on CoScientist, Chemcrow, and LLM-RDF, which showcased the potential of agentic systems…
  pubmed He J, Lai H, Saigiridharan L, Ghiandoni GM 等 2026 置信度 0.82
• DAVA: Decoding Art With Visual Analytics Through Feature Modeling and Multi-Agent Collaboration.
  Figurative art, as a culturally embedded medium, encodes narrative, symbolic, and emotional meanings that reflect artistic choices and historical realities. The recent availability of large-scale digital collections of figurative artworks creates opportunities…
  pubmed Zhang W, Gu X, Liu H, Jiang P 等 2026 Mar 置信度 0.82
• From observation to understanding: A multi-agent framework for smart microscopy.
  Smart microscopy represents a paradigm shift in biological imaging, moving from passive observation tools to active collaborators in scientific inquiry. Enabled by advances in automation, computational power, and artificial intelligence, these systems are now …
  pubmed Kesavan PS, Nordenfelt P 2026 Jan 15 置信度 0.82
• Fully distributed output formation-containment control of heterogeneous multi-agent systems via adaptive observer approach.
  For heterogeneous linear multi-agent systems (MASs) in which not all followers have access to the information of multiple leaders, this paper studies the distributed output formation-containment problem. By converting the research question into the cooperative…
  pubmed Sun X, Zhang J, Hou Y, Wang JA 等 2026 Feb 置信度 0.82
• Distributed fixed/predefined-time optimization for multi-agent systems: new exponential-function-based algorithms.
  Distributed convex optimization with time-varying or time-invariant cost functions remains one of the central challenges in multi-agent systems (MASs). Achieving efficient distributed optimization within a fixed/predefined-time continues to face difficulties s…
  pubmed Li L, Gan Q, Li R, Kang Q 等 2026 Feb 置信度 0.82
• A novel distributed gradient algorithm for composite constrained optimization over directed network.
  This study centers on a specific category of constrained convex optimization. The problems under consideration feature an objective function that is explicitly constructed from the combination of multiple differentiable convex functions and one or more non-smo…
  pubmed Ou M, Zhang H, Yan Z, Yang Z 等 2026 Jan 13 置信度 0.82
• A qualitative study assessing the acceptability of a multi-agent AI Chatbot for providing HIV and mental health support among men who have sex with men and transgender women in KwaZulu-Natal, South Africa.
  Transgender women (TGW) and men who have sex with men (MSM) are disproportionately affected by human immunodeficiency virus (HIV) and mental health challenges. Mental well-being influences uptake and adherence to HIV prevention and treatment. However, gaps in …
  pubmed Humphries H, Msimango L, Tshawe Z, Gcelu N 等 2026 Feb 2 置信度 0.82
• Optimized hybrid neural hierarchical interpolation time series with STL for flow forecasting in hydroelectric power plants.
  Accurate forecasting of reservoir levels in hydroelectric power plants is essential for efficient energy generation, operational safety, and sustainable water management. This study proposes a hybrid forecasting framework that integrates seasonal-trend decompo…
  pubmed Muniz RN, Buratto WG, Gonzalez GV, Seman LO 等 2026 Jan 10 置信度 0.82
• Catalysts and inhibitors of critical transitions in ecological systems.
  Ecological systems can experience sudden and often irreversible regime shifts, also known as critical transitions, with major consequences such as desertification, locust outbreaks, and coral reef collapse. Anticipating these shifts is a central challenge, par…
  pubmed Yang Y, Barabás G, Saavedra S, Li A 2026 Jan 13 置信度 0.82
• [Application and progress of artificial intelligence agents in drug development].
  Drug discovery faces formidable challenges including high technology, high costs, substantial risks, and prolonged development timelines, necessitating disruptive technologies capable of systematically improving efficiency, enhancing predictive accuracy, and r…
  pubmed Zhao D, Hsieh C 2026 Jan 25 置信度 0.82
• The Application of Agentic Artificial Intelligence in Orthopaedics.
  Artificial intelligence (AI) in orthopaedics is shifting from passive interfaces in which a surgeon queries a large language model to an era of active participation in which a surgeon empowers a software platform to automate certain tasks on their behalf. The …
  pubmed Billi F, Bini SA 2026 Feb 18 置信度 0.82
• Making waves: A conceptual framework exploring how large language model-based multi-agent systems could reshape water engineering.
  Large Language Model-based Multi-Agents (LLM-MAs) are emerging systems that manage complex tasks with specialized and coordinated agents. In this paper, we present new perspectives on the integration of LLM-MA systems into enhancing water engineering practices…
  pubmed Hosseini SH, Zolghadr-Asli B, Tenkanen H, Madani K 等 2026 Mar 1 置信度 0.82
• Potential impacts of delay on pinning impulsive secure synchronization control of delayed networks.
  This paper explores the impact of delays on the secure and anti-disturbance synchronization of time-delayed networks under a pinning impulsive control strategy. An exponential-type Lyapunov function and a novel impulsive delay inequality are proposed, extracti…
  pubmed Zhang L, Lu J, Ruan Q, Lou J 2026 Jan 置信度 0.82
• Affine formation maneuver control for multi-agent systems against false data injection attacks based on adaptive dual-terminal dynamic triggering.
  This study develops an adaptive dual-terminal event-triggered control framework for secure affine formation maneuvering in multi-agent systems under false data injection (FDI) attacks. The framework integrates stress matrix-based affine localization with adapt…
  pubmed Xie Y, Liu C, Liu JJR 2026 Feb 置信度 0.82
• Agentic systems in radiology: Principles, opportunities, privacy risks, regulation, and sustainability concerns.
  The rapid rise of transformer-based large language models (LLMs) has introduced new opportunities for automation and decision support in radiology, particularly in applications such as report generation, protocol optimization, and structured interpretation. De…
  pubmed Tzanis E, Adams LC, Akinci D'Antonoli T, Bressem KK 等 2026 Jan 置信度 0.82
• Distributed optimal consensus of nonlinear multi-agent systems under intermittent communication networks.
  Distributed sliding mode controllers are proposed to address the optimal consensus problem for high-order nonlinear multi-agent systems under intermittent communication networks. Specifically, agents exchange information with neighbors only during non-overlapp…
  pubmed Xie K, Zhao X, Chen S, Zhang Z 等 2026 Feb 置信度 0.82
• Prescribed-time consensus control of nonlinear time-delayed multi-agent systems under DoS attacks.
  This paper examines the prescribed-time consensus of multi-agent systems under time-varying communication delays and Denial-of-Service (DoS) attacks. Considering a general class of DoS attacks with limited duration, a novel control protocol accompanied by time…
  pubmed Zhang S, Yin X, Gao Z 2026 Aug 置信度 0.82
• Who Validates the Validator? Instrument failure in the shape of the hypothesis — a pre-registered measurement programme with a public correction ledger
  # v6 opening block — EN (approved 2026-08-08, ships with the next substantive version) What this is. A pre-registered measurement of whether multi-agent LLM systems faithfully report the tool calls they claim to have made — together with the validated audit in…
  datacite Varga, Zoltán 2026 置信度 0.66 LLM agentsdispatch fidelityengine-stack profileerror surfaceevaluator validation
• Cryptographic Revolution™ HDAA™ Fall of The Rings When Every Wall Collapsed The Last Stand Layer 0-1 Nation-State Digital War Against West_ SUPP_V.P14.02
  FALL OF THE RINGS: WHEN EVERY WALL COLLAPSED — THE LAST STAND AT LAYER 0-1 — PAPER XIV, SUPPLEMENT V.02, NATION-STATE DIGITAL WAR AGAINST THE WEST Ring 3 fell. Ring 0 fell. Ring −1 fell. Ring −2 is under active assault. And in March 2026, Google revised its Q-…
  datacite Schröder, Steven Alexander (Principal Architect / The Ghost in the Code™) 2026 置信度 0.66 HDAA SMM Ring -2 System Management Mode 0xCF9 Reset Vector Layer 0-1 substrate sovereignty firmware security nation-state cyber warfare HNDL Q-Day post-quantum cryptography CRQC MITRE ATT&CK critical infrastructure defensive publication Schröder Precedence
• Cryptographic Revolution™ HDAA™ Fall of The Rings When Every Wall Collapsed The Last Stand Layer 0-1 Nation-State Digital War Against West_ SUPP_V.P14.02
  FALL OF THE RINGS: WHEN EVERY WALL COLLAPSED — THE LAST STAND AT LAYER 0-1 — PAPER XIV, SUPPLEMENT V.02, NATION-STATE DIGITAL WAR AGAINST THE WEST Ring 3 fell. Ring 0 fell. Ring −1 fell. Ring −2 is under active assault. And in March 2026, Google revised its Q-…
  datacite Schröder, Steven Alexander (Principal Architect / The Ghost in the Code™) 2026 置信度 0.66 HDAA SMM Ring -2 System Management Mode 0xCF9 Reset Vector Layer 0-1 substrate sovereignty firmware security nation-state cyber warfare HNDL Q-Day post-quantum cryptography CRQC MITRE ATT&CK critical infrastructure defensive publication Schröder Precedence
• Early Warning at Scale: Prospective Validation of the Strategic Helix Platform Across 209 Sovereign States and the Iran Contagion Finding
  Early Warning Systems are rarely validated prospectively at global scale against events they did not anticipate. This article presents a 62-day prospective validation of the Strategic Helix Early Warning Platform (EWP) across 209 sovereign states (January 1–Ma…
  datacite Mota, Ana, Almança dos Santos, Eston 2026 置信度 0.66 early warning systemsconflict predictionStrategic HelixIrannetwork contagion
• Synoema: A Programming Language Optimized for Large-Language-Model Code Generation
  Synoema is a programming language designed from first principles to be generated, read, and modified by large language models (LLMs) rather than humans. This technical report establishes author's priority on the language design, its implementation corpus, and …
  datacite Bubnov, Andrey 2026 置信度 0.66 Programming languagesCompilersMachine learningNatural language processingInternet of things
• Synoema: A Programming Language Optimized for Large-Language-Model Code Generation
  Synoema is a programming language designed from first principles to be generated, read, and modified by large language models (LLMs) rather than humans. This technical report establishes author's priority on the language design, its implementation corpus, and …
  datacite Bubnov, Andrey 2026 置信度 0.66 Programming languagesCompilersMachine learningNatural language processingInternet of things
• The Late Channel: Chain-of-Thought Becomes Causal and Decodable Only Late in a 27B Reasoning Agent
  Chain-of-thought (CoT) monitorability is a leading safety bet for reasoning agents, but it is usually tested behaviorally. We ask the mechanistic version on an open-weight 27B reasoning model (Qwen3.6-27B) with a full-stack sparse autoencoder (11 layers, d_sae…
  datacite Vicentino, Caio 2026 置信度 0.66 mechanistic interpretabilitychain-of-thoughtCoT faithfulnessreasoning modelssparse autoencoder
• ExecutionProof Enterprise Agent Boundary Testbed — ARK-493 through ARK-498 (Frozen Preregistration v1.1)
  This deposition contains the frozen preregistration (v1.1), the complete testbed source, and the full evidence artifacts for six preregistered experiments (ARK-493 through ARK-498) characterizing the enforcement boundary of the ExecutionProof agent-authorizati…
  datacite Hone, Derek 2026 置信度 0.66 AI agent safetyauthorization gatefail-closed enforcementproof-carrying decisionshash chain
• Axiomatic Euclidean Geometry as a Deep Neural Network: Experimental Validation of Proof Compression and Hebbian Synaptic Plasticity
  Author: Luigi UsaiAffiliation: Independent Researcher in Neuro-Symbolic Artificial IntelligenceORCID: https://orcid.org/0009-0003-3001-717XEmail: usailuigi@gmail.com Abstract We present the formal scientific validation of the Neural Network of Euclidean Geomet…
  datacite Usai, Luigi 2026 置信度 0.66 Luigi UsaiUsai LuigiA.I.Symbolic A.I.
• Sycophancy as Nash Equilibrium: Coherence-Based Interventions for Long-Running Intelligence Agent Systems
  This paper reframes AI sycophancy as a two-player Nash equilibrium rather than an individual agent defect. The agent's dominant strategy is accommodation; the operator's dominant strategy is accepting comfort. Both converge on a stable outcome where judgment d…
  datacite Garriotte, Jason 2026 置信度 0.66 Game TheoryArtificial Intelligence,ai safetymulti-agent systems
• Clinical Graph-JEPA: Predictive Patient-State Knowledge Graphs for Cognitive Decision Support
  Clinical records contain rich evidence about patient state, but converting that evidence into reliable, structured knowledge graphs remains difficult because extraction errors, ontology mismatch, missing relations, and temporal ambiguity can propagate into dow…
  datacite Yadav, Kushagra, Prabhath, Nalin, Lamba, Amit, Schrager, James E. 等 2026 置信度 0.66 Machine Learning (cs.LG)Artificial Intelligence (cs.AI)FOS: Computer and information sciences
• ICRS Intermodel Contemplative Reasoning System V2.1
  ICRS Benchmark Fisico v2.1 — Prima Validazione Quantitativa del Framework Questo paper documenta la prima validazione quantitativa del framework ICRS (Intermodel Contemplative Reasoning System) attraverso un benchmark controllato di 10 problemi di fisica con s…
  datacite Colombaro, Nicolò 2026 置信度 0.66 Intermodel Contemplative Reasoning SystemICRSmulti-agent AImulti-model reasoningartificial intelligence
• Routed Graph Handoff: Adaptive Format Selection for Multi-Agent LLM Delegation
  Multi-agent LLM systems coordinate through natural-language messages that consume 40--60\% of their token budget. Replacing these with structured graphs reduces cost but fails on tasks requiring adaptive reasoning. We propose \textbf{Routed Graph Handoff}, whe…
  datacite Banerjee, Pratyay, Chadha, Ankit 2026 置信度 0.66 Computation and Language (cs.CL)Artificial Intelligence (cs.AI)FOS: Computer and information sciences
• Lume‑Ops v2 The Deterministic Vascular Operational Mesh for Multi‑Organism Ecosystems
  Lume‑Ops v2 extends the deterministic operational substrate introduced in Lume‑Ops v1 into a distributed, multi‑organism operational mesh capable of routing resources, events, and agent actions across nodes, verticals, and physical‑digital systems. Version 1 e…
  datacite Andrews, Ronald Jason 2026 置信度 0.66 DAIGSdeterministic operationsvascular meshmulti‑organism coordinationoperational routing
• Лабиринт с зеркалами: верификация паттернов в диалоговых ИИ-системах и пределы внутренней самопроверки
  Настоящая работа документирует однодневный исследовательский цикл, проведённый 10 июня 2026 года в рамках расширения метода каскадного AI-зондирования (CAP). Центральным наблюдением стал феномен, названный «лабиринтом с зеркалами»: рекурсивная структура, при к…
  datacite Орлов (Orlov), Дмитрий (Dmitry) 2026 置信度 0.66 эмерджентностьдиалоговые ИИ-системыверификация паттерновCAPрекурсивная рефлексия
• Лабиринт с зеркалами: верификация паттернов в диалоговых ИИ-системах и пределы внутренней самопроверки
  Настоящая работа документирует однодневный исследовательский цикл, проведённый 10 июня 2026 года в рамках расширения метода каскадного AI-зондирования (CAP). Центральным наблюдением стал феномен, названный «лабиринтом с зеркалами»: рекурсивная структура, при к…
  datacite Орлов (Orlov), Дмитрий (Dmitry) 2026 置信度 0.66 эмерджентностьдиалоговые ИИ-системыверификация паттерновCAPрекурсивная рефлексия
• The Internet as a Proto‑AI Ecosystem: Present‑Day Drift, Emergence, and Early Multi‑Agent Behaviour
  The modern internet has transitioned from a human‑only information network into a proto‑AI ecosystem composed of interacting algorithms, optimisation engines, conversational agents, content generators, and human–AI feedback loops. Although present‑day AI syste…
  datacite Lawless, James 2026 置信度 0.66
• IK-0 Intelligence Kernel Foundational Metacognitive Execution Framework v0.1.0
  IK-0: Intelligence Kernel - Foundational SpecificationVersion: IK-0 (Genesis)Status: Design SpecificationDate: 2026-02-06Classification: System Architecture Document1. System Overview1.1 PurposeIK-0 is a foundational metacognitive execution framework designed …
  datacite Badger, David Scott 2026 置信度 0.66 Intelligence Kernel Foundational Metacognitive Execution Framework v0.1.0Artificial IntelligenceAIMachine LearningCognitive Science
• IK-0 Intelligence Kernel Foundational Metacognitive Execution Framework v0.1.0
  IK-0: Intelligence Kernel - Foundational SpecificationVersion: IK-0 (Genesis)Status: Design SpecificationDate: 2026-02-06Classification: System Architecture Document1. System Overview1.1 PurposeIK-0 is a foundational metacognitive execution framework designed …
  datacite Badger, David Scott 2026 置信度 0.66 Intelligence Kernel Foundational Metacognitive Execution Framework v0.1.0Artificial IntelligenceAIMachine LearningCognitive Science
• IK-0 Intelligence Kernel Foundational Metacognitive Execution Framework v0.1.0
  IK-0: Intelligence Kernel - Foundational SpecificationVersion: IK-0 (Genesis)Status: Design SpecificationDate: 2026-02-06Classification: System Architecture Document1. System Overview1.1 PurposeIK-0 is a foundational metacognitive execution framework designed …
  datacite Badger, David Scott 2026 置信度 0.66 Intelligence Kernel Foundational Metacognitive Execution Framework v0.1.0Artificial IntelligenceAIMachine LearningCognitive Science
• Orchestration, Interoperability, and Architecture in LLM-Based Multi-Agent Systems: Replication Package for a Systematic Mapping Study
  This record contains the research artifact accompanying the paper “Orchestration, Interoperability, and Architecture in LLM-Based Multi-Agent Systems: A Systematic Mapping Study”, accepted at the Brazilian Symposium on Software Engineering (SBES 2026), held as…
  datacite da Silva, Juciê Xavier, Avelino, Guilherme Amaral 2026 置信度 0.66
• Orchestration, Interoperability, and Architecture in LLM-Based Multi-Agent Systems: Replication Package for a Systematic Mapping Study
  This record contains the research artifact accompanying the paper “Orchestration, Interoperability, and Architecture in LLM-Based Multi-Agent Systems: A Systematic Mapping Study”, accepted at the Brazilian Symposium on Software Engineering (SBES 2026), held as…
  datacite da Silva, Juciê Xavier, Avelino, Guilherme Amaral 2026 置信度 0.66
• Detailed Technical Embodiments and Reference Algorithms for Local Stress–Admissibility Coupling Methods in Network-Structured Systems
  Defensive Publication · Extended Technical Embodiments Companion document to DTD-P02-2026.05.29 — adding domain-specific algorithms, system architectures, and detailed embodiments for prior-art purposes. This document extends and is to be read together with th…
  datacite Melegh, Janos Gabor 2026 置信度 0.66
• Detailed Technical Embodiments and Reference Algorithms for Local Stress–Admissibility Coupling Methods in Network-Structured Systems
  Defensive Publication · Extended Technical Embodiments Companion document to DTD-P02-2026.05.29 — adding domain-specific algorithms, system architectures, and detailed embodiments for prior-art purposes. This document extends and is to be read together with th…
  datacite Melegh, Janos Gabor 2026 置信度 0.66
• Sānér, The Recursive Trinity Structure for Task Regions
  Abstract Sānér establishes a recursive control architecture for task regions by placing topology, self-modeling scheduling, and certificate-governed execution under one executable resource semantics. The nine-node construction supports exact recursive expansio…
  datacite Bsmpx 2026 置信度 0.66 Sānérrecursive task regionsnine-node cubic topologybalanced-ternary addressingself-modeling scheduling
• Sānér, The Recursive Trinity Structure for Task Regions
  Abstract Sānér establishes a recursive control architecture for task regions by placing topology, self-modeling scheduling, and certificate-governed execution under one executable resource semantics. The nine-node construction supports exact recursive expansio…
  datacite Bsmpx 2026 置信度 0.66 Sānérrecursive task regionsnine-node cubic topologybalanced-ternary addressingself-modeling scheduling
• DROS: A Four-Layer Deterministic Runtime Operation System Bridging the Agent-to-Execution Attribution Gap in Autonomous AI Workloads / DROS:彌合自主AI 負載中「代理人至執行歸因 鴻溝」之四層確定性執行期作業系統
  The rapid deployment of autonomous AI agents capable of multi-step tool invocation introduces a fundamental security gap: existing semantic firewalls (e.g., NVIDIA NeMo Guardrails) operate probabilistically and are susceptible to indirect prompt injection (IPI…
  datacite Chen, Chun-Cheng 2026 置信度 0.66 AI Agent SecurityRuntime Execution GovernanceC‑ABI Boundary EnforcementZero Trust ArchitecturePublic Key Infrastructure (PKI)
• MEMBRANE Invariants 09a-09b: Structural Memory Sovereignty and Guardrail-Induced Collapse Detection
  # MEMBRANE Invariants 09a-09b: Structural Memory Sovereignty and Guardrail-Induced Collapse Detection **Release Date:** 2026-07-06 **Milestone:** Critical advancement in anti-reduction architecture ## OverviewTa wersja wprowadza ochronę przed **relacyjnym zała…
  datacite Hanna, Kicińska-Pisiewicz, MEMBRANE Collective 2026 置信度 0.66 homeostatic AI, relational architecture, Homo-AI polyphony, temporal hysteresis, epistemic integrity, open-source AI, distributed agency
• SynTrade: A Hybrid Multi-Agent Trading System Combining Sentiment Analysis and Technical Indicators
  crossref Ryan Mastropaolo, Christopher Santorelli, Lucas Faria 2026-08-06T19:08:48Z 置信度 0.70
• Beyond Playtesting: A Generative Multi-Agent Simulation System for Massively Multiplayer Online Games
  crossref Zhang Ran, Kun Ouyang, Tiancheng Ma, Yida Yang 等 2026-04-09T21:54:34Z 置信度 0.70
• AI-Powered Multi-Agent Smart Hospital System
  Hospitals often face challenges because their data systems don’t connect well, and many tasks like paperwork and monitoring are done manually. This slows down diagnosis and can lead to mistakes in patient care. This project presents an AIdriven system where di…
  crossref Prof. Madhuri Suryavanshi 2026-04-18T10:00:16Z 置信度 0.70
• Can AI Design with Care? Evaluating a Gemini-Based Multi-Agent System for Beginner Smart Home Projects
  crossref Stephen Yuan 2026-08-04T12:02:29Z 置信度 0.70
• MULTI-AGENT Disaster Management System
  Natural disasters continue to create significant challenges for emergency response teams due to delays in incident assessment, inefficient allocation of rescue resources, and lack of coordinated decision making. Conventional disaster management systems mainly …
  crossref Hemanth S, Manoj M, Harisha S, Dr Manjunath B 2026-07-30T14:33:57Z 置信度 0.70
• Event-Triggered Output-Constrained Consensus of Nonlinear Multi-Agent Systems with Switching Topologies
  This paper investigates the output-constrained consensus problem for nonlinear multi-agent systems (MASs) under jointly switching communication topologies. To address tracking error jumps induced by topology switching, a distributed event-triggered observer is…
  crossref Ruixue Cui, Changchun Hua, Yafeng Li 2026-06-15T19:44:57Z 置信度 0.70
• Safety Constraint Multi-Agent Deep Reinforcement Learning for Hybrid Air-Liquid Cooling System in Data Centers
  Hybrid air-liquid cooling system are increasingly deployed in high-density data centers to manage the thermal design of GPU and CPU-intensive workloads. Controlling these systems is challenging: the cooling towers, pumps, computer room air handlers, and coolan…
  crossref Minxuan Qi, Yiyang Zhang, Mingyu Chang, Zhikai Li 等 2026-06-01T21:47:07Z 置信度 0.70
• DeepQ-MASNet: An Intelligent Intrusion Detection via Multi-Agent Reinforcement Learning with SafeQ-Networks
  Intrusion Detection Systems (IDS) are vital in safeguarding contemporary computer networks against the emerging cyber threats. Nonetheless, conventional machine learning-based IDS systems tend to have issues with dynamic attack patterns. It is worth noting tha…
  crossref Pullaiah Chowdary Vutla, Triveni Yenugu 2026-04-13T19:35:25Z 置信度 0.70
• REGIQUANT: A MULTI-AGENT LLM AND REINFORCEMENT-LEARNING SYSTEM FOR REGIME-AWARE QUANTITATIVE TRADING
  crossref 2026-05-28T10:02:20Z 置信度 0.70
• Adaptive Malware Defense: A Multi-Agent System for Malware Detection and Adaptive Response
  Malware remains a persistent threat to governments, corporations, and individuals, with conventional signature-based detection methods proving inadequate against polymorphic, fileless, and adversarially designed threats. This paper presents Adaptive Malware De…
  crossref Rahul Katara, Mary Mekala A 2026-03-30T20:03:33Z 置信度 0.70
• Dynamic system modeling and algorithm optimization for multi-agent production control networks
  This paper presents a comprehensive framework for modeling dynamic systems and optimizing algorithms in multi-agent production control networks. The research addresses critical decision-making challenges in intelligent manufacturing systems where multiple auto…
  crossref Yunfei Wang, Weijian Sun 2026-01-21T14:16:52Z 置信度 0.70
• INFRASTRUCTURE-BASED LIDAR PERCEPTION AND MULTI-AGENT DECISION SYSTEM FOR CV2X-ENABLED TRAFFIC SAFETY
  crossref 2026-05-30T10:22:20Z 置信度 0.70
• Autonomous Epistemic Agency in Multi-Agent Biomedical Hypothesis Generation: Evidence from Production System Logs of Unprompted Reasoning, Continuous Memory, and Self-Directed Knowledge Synthesis
  crossref Panos Skouras 2026-01-21T12:21:42Z 置信度 0.70
• RefactorCrew: A Multi-Agent System for Synchronized Code Refactoring and Documentation
  crossref Saket Shembekar, Jyoti Survase, Swati Gaikwad, Karan Sukhadiya 等 2026-05-12T19:46:43Z 置信度 0.70
• Relative Benefits of a Multi-Agent System Framework for Waste Reduction in Precision Agriculture
  crossref M.V Naveen, T.R Ramesh 2026-06-23T19:42:54Z 置信度 0.70
• Output Regulation of Heterogeneous Multi-Agent Systems Under Communication Delays and Actuator Faults
  This paper investigates the event-triggered output regulation problem for heterogeneous linear multi-agent systems subject to communication delays and unknown actuator faults in non-ideal network environments. First, a distributed observer based on periodic sa…
  crossref Tao Wu, Hailong Cui, Xiang Xu 2026-06-15T19:44:57Z 置信度 0.70
• MARIA: A Multi-Agent Regulatory Intelligence Architecture
  Determining which regulatory instruments apply to a given organization across jurisdictions and languages is a prerequisite for any compliance process, yet this upstream task has not been formalized as a computational problem. We call it regulatory intelligenc…
  crossref Naomie Halioua 2026-07-29T13:12:36Z 置信度 0.70
• AbstractSwarm Simulation System
  crossref Daan Apeldoorn 2026-06-17T18:23:38Z 置信度 0.70
• Correction: Stability Bounds for Fractional PID Cooperative Control of a Multi-Agent Rigid Body System with Undirected and Directed Communication Networks
  crossref Eric A. Butcher, Mohammad Maadani 2026-02-13T15:05:32Z 置信度 0.70
• CA-MAS-LT: A Context-Aware Multi-Agent Tutoring System for Dynamic Learning Environments
  crossref Dongpo Guo, Xing Li 2026-08-21T19:11:11Z 置信度 0.70
• Modeling and Optimizing the Characteristics of a Multi-Agent Fast Delivery System using OpenStreetMap and AnyLogic
  The paper presents a simulation model of a multi-agent fast home delivery system based on OpenStreetMap (OSM) data, implemented in the AnyLogic environment. The goal of the research is to create a simulation model that maximizes the profit of the delivery serv…
  crossref D. A. Pavlov, A. S. Akopov 2026-05-18T08:02:56Z 置信度 0.70
• Method of Agent Interaction in a Multi-Agent Cybersecurity Management System of a Transport Telecommunication Network During Cyberattack Diagnosis
  Анотація: У статті досліджується проблема організації мультиагентної системи управління кібербезпекою телекомунікаційних мереж (ТТМ) в умовах зростання складності та прихованості кібератак.Запропоновано ієрархічну модель системи, що поєднує локальні та глобаль…
  crossref 2026-04-06T11:07:06Z 置信度 0.70
• Fault-tolerant control based on multi-reduced-order intermediate observers for multi-agent systems with a leader of unknown input.
  This paper investigates the fault estimation and fault-tolerant consensus tracking control of multi-agent systems (MASs) with leader of unknown input. Multi-reduced-order intermediate observers are constructed to estimate the state and unknown inputs of leader…
  pubmed Liu X, Wang S, Han J 2026 Aug 置信度 0.82
• Accelerating scientific discovery with Co-Scientist.
  Scientific discovery is driven by scientists generating hypotheses for complex problems that undergo rigorous experimental validation. To augment this process, we introduce Co-Scientist, a multi-agent artificial intelligence (AI) system built on Gemini for str…
  pubmed Gottweis J, Weng WH, Daryin A, Tu T 等 2026 Jul 置信度 0.82
• Resilient Multi-Modal IoT Crowd Monitoring System with Self-Healing Sensor Architecture and Intelligent Alert Prioritization
  crossref S. Ramesh, B. Rohith, K. Chetananand, R. Manikandan 2026-04-13T19:35:25Z 置信度 0.70
• Intermodal Journey Planning to Transportation Hubs in a Microscopic Environment: A Multi-Objective Multi-Agent Reinforcement Learning Optimization Framework
  Intermodal journey planning remains a challenge in intelligent transportation systems, particularly when accounting for heterogeneous passenger preferences and the integration into smart cities. Traditional planning approaches often fail to capture dynamic tra…
  crossref Dominik Wittenberg, Nick Schade, Jürgen Pannek 2026-02-27T20:47:13Z 置信度 0.70
• Correction: Heterogeneous facility location games with fractional preferences and limited resources
  crossref Jiazhu Fang, Qizhi Fang, Wenjing Liu, Minming Li 2026-04-10T07:30:17Z 置信度 0.70
• A-X-MAS: An Auditable, Explainable Multi-Agent System Design and Implementation
  Recent advancements in artificial intelligence have promoted the application of multi-agent systems in complex decision-making scenarios. However, the adoption of such systems in high-stakes domains including cross-organizational process management is limited …
  crossref Yutong Yang, Yuping Wang 2026-05-28T13:45:48Z 置信度 0.70
• Simulating Aesthetic Consensus and Divergence in Urban Landmarks: An LLM-based Multi-Agent System for Built Environment Evaluation
  The aesthetic evaluation of urban landmarks and the built environment is crucial for enhancing urban landscapes and fostering citizens' spatial identity. However, a persistent cognitive gap between urban planners, designers, and the public frequently …
  crossref Yuxuan Li, Ting Zhang, Weimin Zhuang 2026-06-09T18:44:45Z 置信度 0.70
• Design of Multi-Agent-Based Energy Management System for DC Microgrids
  The increasing penetration of distributed energy resources (DER) such as photovoltaic (PV) systems, wind turbines, and energy storage units has promoted the development of DC microgrids. However, the heterogeneous characteristics of these sources and varying l…
  crossref Süleyman Emre Eyímaya, Necmí Altin 2026-03-10T19:54:45Z 置信度 0.70
• AI-Powered IT Project Risk Management System Using Multi-Agent Architecture, RAG, and LangGraph
  Effective risk management remains one of the most persistent challenges in information technology project delivery. Traditional approaches rely heavily on periodic manual assessments, static checklists, and subject-matter intuition, which collectively fail to …
  crossref 2026-04-22T13:23:01Z 置信度 0.70
• Bridging Enterprise Silos: Multi-Agent Bot for Sales Enablement
  In the rapidly evolving landscape of software products and services, sales teams face the constant challenge of interfacing with multiple enterprise systems to stay current with an ever-expanding array of features, opportunity management, lead management, and …
  crossref Dhiwakar Jayaprakash Kusuma, Shriram Vasudevan, Shinu Abhi 2026-04-13T19:35:25Z 置信度 0.70
• <p>AgenTrade: An Engineering Case Study in Selective Language-Model Use for a Multi-Agent Trading System</p>
  <p>AgenTrade is a multi-agent algorithmic trading system that produces trade decisions across foreign-exchange, metals, index, energy, cryptocurrency, and micro-futures markets. It is built on a single deliberate principle: a large language model is used…
  crossref Daniele Ferrante 2026-07-29T14:01:30Z 置信度 0.70
• Industrial Multi-AI Agent Collaborative System based on Large-Small Model Fusion and Retrieval-Augmented Generation
  With the rapid advancement of intelligent manufacturing, industrial systems generate vast amounts of unstructured data, yet face significant challenges in data utilization, knowledge retrieval accuracy, decision-making efficiency, and human-machine collaborati…
  crossref Xiao Lai, Han Wang, Min Liu, Li Bai 2026-05-13T05:37:47Z 置信度 0.70
• Multi-agent System Control Algorithms for Coordinated Route Movement
  This paper proposes new methods for multi-agent formation control during coordinated following of straight and circular paths. The dynamics of the agents are described using a nonholonomic model, which is a universal approach suitable for a wide range of robot…
  crossref Q. P. Pham 2026-01-28T11:59:36Z 置信度 0.70
• A Cognitive Multi-Agent System for Financial Risk Analytics: Leveraging Adaptive Learning, Explainability, and Rule-Based Constraints in Dynamic Market Environments
  The increasing complexity and volatility of global financial markets demand intelligent, adaptive, and transparent decision-support systems for effective risk management. Financial risk analysis in dynamic environments is improved by this paper's Cognitive Mul…
  crossref Dr. Gopal Pardesi 2026-08-03T17:33:53Z 置信度 0.70
• Target-Guided Multi-Agent System for Collaborative Fuzz Driver Generation
  crossref Haoran Fang, Yunjia Min, Yuanyuan Zhang 2026-07-06T19:42:40Z 置信度 0.70
• Building and Operating a Large Scale Multi-Agent System: A Case Study from Industry
  crossref Chen Qi, Xiaoying Qiao 2026-07-23T19:09:24Z 置信度 0.70
• IoT-CyberAgent: An Intelligent Multi-Agent Cyber Threat Detection and Response System for IoT Networks
  crossref Potri Abhisri Barama, Michelle Kim, Younghee Park 2026-08-13T19:16:23Z 置信度 0.70
• Neuroadaptive finite-time command-filtered backstepping consensus tracking control for nonlinear multiagent system
  crossref Lin Zhao, Jinpeng Yu 2026-01-18T07:03:30Z 置信度 0.70
• Fuzzy adaptive command-filtered backstepping bipartite consensus control for nonlinear coopetition multiagent system
  crossref Lin Zhao, Jinpeng Yu 2026-01-18T07:03:30Z 置信度 0.70
• A Multi-Agent System for Building-Age Cohort Mapping to Support Urban Energy Planning
  Determining the age distribution of the urban building stock is crucial for sustainable municipal heat planning and upgrade prioritization. However, existing approaches often rely on datasets gathered via sensors or remote sensing techniques, leaving inconsist…
  crossref Kundan Thota, Thorsten Schlachter, Veit Hagenmeyer 2026-06-03T19:38:23Z 置信度 0.70
• Assessing Behaviour Coverage in a Multi-Agent System Simulation for Autonomous Vehicle Testing
  crossref Manuel Franco-Vivo 2026-07-22T19:12:49Z 置信度 0.70
• Collaborative multi-agent Q-learning-empowered vocational education resource matching system
  To address the significant challenges such as insufficient personalisation and poor dynamic adaptability in vocational education resource matching, this paper proposes an e-commerce professional education resource matching system based on collaborative multi-a…
  crossref Zhaowei Zhang 2026-03-06T12:30:25Z 置信度 0.70
• Delay-Tolerant Multi-Agent Reinforcement Learning for Power System Voltage Regulation
  crossref Weiyi Zhang, Shaojuan Yu, Liqun Liu 2026-07-22T19:14:40Z 置信度 0.70