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• COLREGs Inspired Decentralised Path Planning for Multi-Agent System
  Multi-agent systems are being widely used for robotic applications in the domains of search and rescue, surveillance, and mapping. Traffic handling for collision free navigation is one of the major requirements for effective use of multi-agent systems. Within …
  crossref Eshant Jha, Abhilash Somayajula, Don Gideon, Sayooj P Raveendran 等 2024-10-30T17:44:58Z 置信度 0.70
• Towards Heterogeneous Agent Cooperation in Decentralized Multi-Agent Systems
  Abstract Multi-agent Reinforcement Learning (MARL) is gaining significance as a key framework for various sequential decision-making and control tasks. Unlike their single-agent counterparts, multi-agent systems necessitate successful cooperation among the age…
  crossref Jahir Sadik Monon, Deeparghya Dutta Barua, Md. Mosaddek Khan 2024-06-27T03:04:45Z 置信度 0.70
• A multi-agent reinforcement learning method for distribution system restoration considering dynamic network reconfiguration
  crossref Ruiqi Si, Siyuan Chen, Jun Zhang, Jian Xu 等 2024-06-25T00:35:11Z 置信度 0.70
• Adaptive Event-Triggered Control of Multi-Agent System
  This paper introduces a novel approach to address the problem of multi-agent collaboration, namely an event-triggered control strategy. What sets this method apart is its independence from global information of a directed communication network and its lack of …
  crossref Zhong Liu, Minglei Jia, Qian Li, Hongli Zhao 等 2024-10-07T17:41:48Z 置信度 0.70
• Multi-agent Deep Reinforcement Learning Based Approach for Power Command Response Combining Fast and Normal Charging Piles
  The rapid growth in the number of electric vehicles (EVs) is conducive to promoting green development. The combination of fast and normal charging can fully leverage the collaborative ability of different types of charging devices. Therefore, a decentralized c…
  crossref Hang Li, Guojie Li, Shidan Li 2024-10-23T17:44:28Z 置信度 0.70
• Signed Safety Field Reinforcement Learning with Multi-agent System in Competitive and Cooperative Environments
  Through mean-field optimization, mean-field reinforcement learning provides an applicable method for the environment of many agents. However, mean-field reinforcement learning uses only the mean action of the population as a basis, which may result in the conf…
  crossref Jianping Li, Guozhen Tan 2024-09-09T17:35:05Z 置信度 0.70
• Scalable Fault-Tolerant Control of Multi-Agent System
  This paper addresses the issue of fault-tolerant coordinated control in multi-agent systems (MASs), where actuators may suffer from partial loss of effectiveness (PLOE) faults and bias faults. The proposed strategy ensure continued coordination among the agent…
  crossref Qian Li, Duo Yang, Ziyue Yao, Guopeng Feng 等 2024-10-07T17:41:48Z 置信度 0.70
• MERSYS: A Collaborative Estimation and Dense Mapping System for Multi-Agent Generic SLAM
  Multi-agent collaborative Simultaneous Localization and Mapping (SLAM) is an effective way for large-scale mapping. However, this approach, which relies on Visual-Inertial Odometry(VIO) as input, suffers from limitations such as susceptibility to environmental…
  crossref Qianhua Lai, Enhao Zhao, Shicai Fan, Jianxiao Zou 2024-12-25T19:17:39Z 置信度 0.70
• Time-Varying Formation-Containment Tracking Control of Heterogeneous Multi-Agent System Under Denial of Service Attack and Sensor Fault
  In this paper, the problem of output-feedback time-varying formation-containment tracking control for heteroge-neous multi-agent systems with sensor fault under distributed denial of service (DoS) attacks is studied. The leaders are non-cooperative, which are …
  crossref Baojian Niu, Huijin Fan, Lei Liu, Bo Wang 2025-02-13T18:29:08Z 置信度 0.70
• Containment Control of Heterogeneous Multi-Agent System Using Only Binary Relative Measurement
  This paper proposes a containment control law for a heterogeneous multi-agent system (MAS) by using the binary relative position measurements of the agents and the targets. Unlike the existing methods, this approach relaxes the necessity for exact position mea…
  crossref Vijaya Kumar Dunna, Ayush Agnihotri, Tushar Punjabi, Ashish Shukla 等 2025-02-21T18:37:11Z 置信度 0.70
• Formation Tracking Control of Nonlinear Multi-Agent System with Switching Topology
  This paper delves into the realm of time-varying formation tracking control for multi-agent systems characterized by single-sided Lipschitz nonlinearities and subject to switching topologies. The virtual leader has control inputs that are used to assign arbitr…
  crossref Xiaoyan Ma, Shu Li, Lei Liu 2025-04-17T17:37:52Z 置信度 0.70
• Consensus Control of Multi-Agent System with Virtual Agents Considering Obstacle Avoidance
  A multi-agent system (MAS) is a system whose overall behavior is determined by local interactions among multiple autonomous agents. Recently, research has been conducted on the application of MASs in real-world environments, in which the agents are assumed to …
  crossref Hiroki Kimura, Atsushi Okuyama 2024-06-19T15:02:12Z 置信度 0.70
• Specified-time Dynamic Target Autonomous Surrounding Formation for Multi-agent Network: A General Exploring Relationship
  Existing work on the multiple target formation problem mostly focuses on the leader-follower network with one-to-one correspondence, which imposes a bit of strict assumptions on the interaction configuration. To realize this restriction, this paper considers a…
  crossref Haoliang Xue, Yuan Zhou, Yu Zhao 2024-07-23T17:29:56Z 置信度 0.70
• Preface
  crossref Hao Zhang 2024-04-30T10:55:02Z 置信度 0.70
• Adversarial and Cooperation Tasks in Multi- Agent System with Large Language Models
  The integration of large language models (LLMs) and multi-agent systems (MAS) within multi-unmanned aerial vehicle (multi-UAV) systems offers unprecedented capabilities for both adversarial and cooperative missions. This paper explores the synergistic use of L…
  crossref Shuai Jia, Zhe Cui, Kai Wang, Yujie Ding 等 2025-01-22T18:45:23Z 置信度 0.70
• Robust Containment Control of Heterogeneous Uncertain Multi-Agent Systems under Markovian Switching Topologies
  This study addresses the robust output containment control problem of heterogeneous uncertain multi-agent systems under Markovian switching topologies. A novel distributed output feedback controller is proposed. Based on the internal model approach, the main r…
  crossref Haihua Guo, Cong Bi, Xiang Xu 2024-07-23T17:29:56Z 置信度 0.70
• Sampled-Data Consensus Control of MAS with Time Delay
  crossref Guanglei Zhao, Hailong Cui, Changchun Hua, Shuang Liu 2024-03-23T11:02:37Z 置信度 0.70
• Sampled-Data Consensus Control of MAS with Packet Losses
  crossref Guanglei Zhao, Hailong Cui, Changchun Hua, Shuang Liu 2024-03-23T11:02:37Z 置信度 0.70
• Large-Scale Multi-Agent System Optimization with Fixed Final Density Constraints: An Imbalanced Mean-Field Game Theory
  This paper presents a novel distributed optimization algorithm for large-scale multi-agent systems (LS-MAS), particularly with a given fixed final density constraint. Although the Mean field game (MFG) theory provides a distribution solution to overcome the “C…
  crossref Shawon Dey, Hao Xu 2024-09-05T17:56:19Z 置信度 0.70
• Design of a Traditional Village Cultural Heritage Preservation and Management System Based on Multi-Agent Networks
  Preserving cultural heritage is essential for maintaining cultural diversity and promoting sustainable development. This study investigates the application of multi-agent networks in the protection and management of traditional village cultural heritage, capit…
  crossref Xiuxia Li 2024-10-26T09:06:36Z 置信度 0.70
• Utility-based context-aware multi-agent recommendation system for energy efficiency in residential buildings
  A significant part of CO2 emissions is due to high electricity consumption in residential buildings. Using load shifting can help to improve the households’ energy efficiency. To nudge changes in energy consumption behavior, simple but powerful architectures a…
  crossref Valentyna Riabchuk, Leon Hagel, Felix Germaine, Alona Zharova 2024-07-05T02:02:52Z 置信度 0.70
• Formation Tracking Control of Multi-agent System via Hybrid Strategy Subject to Deception Attacks
  This paper analyzes the formation tracking problem of nonlinear multi-agent systems (MASs) under deception attacks via hybrid control strategy. Firstly, considering the deception attacks that exist in the follower-leader communication topology, a hybrid contro…
  crossref Zixing Wu, Ximing Wang, Zhitao Li, Yulong Qiao 2024-09-17T18:46:36Z 置信度 0.70
• Hybrid Event-Triggered Consensus of MAS with Time Delay
  crossref Guanglei Zhao, Hailong Cui, Changchun Hua, Shuang Liu 2024-03-23T11:02:37Z 置信度 0.70
• Relative-Based Finite-Time Formation Stabilization for Multi-Agent Systems via Asynchronous Event-Triggered Approach
  This paper discuss the finite-time formation problem for multi-agent systems via Asynchronous Event-triggered approach. Firstly, a distributed translational formation control stratagy for finite-time convergence in any Euclidean space is developed. It introduc…
  crossref Fan Luan, Yanjun Lin 2024-07-23T17:29:56Z 置信度 0.70
• Hybrid Event-Triggered Consensus of MAS with Packet Losses
  crossref Guanglei Zhao, Hailong Cui, Changchun Hua, Shuang Liu 2024-03-23T11:02:37Z 置信度 0.70
• Navigating in a space of game views
  crossref Michael P. Wellman, Katherine Mayo 2024-07-06T15:01:59Z 置信度 0.70
• Multi-Agent Monocular SLAM
  This article describes the development of an optimization method for multi-agent monocular SLAM systems.These systems allow autonomous robots to create a map of an unknown environment and to simultaneously localize themselves within it.The proposed multi-agent…
  crossref Pieter Beerten, Charles Hamesse, Rob Haelterman 2024-02-29T05:30:53Z 置信度 0.70
• Containment Control Algorithm for Multi-agent System with Heterogeneous Agents
  crossref Zhanyue Shao 2024-10-24T06:03:19Z 置信度 0.70
• Beyond the echo chamber: modelling open-mindedness in citizens’ assemblies
  Abstract A Citizens’ assembly (CA) is a democratic innovation tool where a randomly selected group of citizens deliberate a topic over multiple rounds to generate, and then vote upon, policy recommendations. Despite growing popularity, little work exists on un…
  crossref Jake Barrett, Kobi Gal, Loizos Michael, Dan Vilenchik 2024-07-03T08:05:03Z 置信度 0.70
• Multi-objective, Multi-agent Based Approaches for Predication of Sustainable Aviation Rollout.
  The transition to hydrogen fuelled aircraft represents the biggest fundamental shift in both product and operations in the history of commercial aerospace. Furthermore, such a shift presents a classic causal loop problem to manufacturers – does the aircraft ne…
  crossref Martin J. Muir 2024-01-29T17:05:19Z 置信度 0.70
• One-sided matching markets with endowments: equilibria and algorithms
  crossref Jugal Garg, Thorben Tröbst, Vijay Vazirani 2024-08-12T03:10:48Z 置信度 0.70
• Equilibria in schelling games: computational hardness and robustness
  Abstract In the simplest game-theoretic formulation of Schelling’s model of segregation on graphs, agents of two different types each select their own vertex in a given graph so as to maximize the fraction of agents of their type in their occupied neighborhood…
  crossref Luca Kreisel, Niclas Boehmer, Vincent Froese, Rolf Niedermeier 2024-03-13T08:55:41Z 置信度 0.70
• Uniformly constrained reinforcement learning
  crossref Jaeyoung Lee, Sean Sedwards, Krzysztof Czarnecki 2023-12-06T00:02:25Z 置信度 0.70
• CUET_Expelliarmus at BLP2025 Task 2: Leveraging Instruction Translation and Refinement for Bangla-to-Python Code Generation with Open-Source LLMs
  This paper presents JGU Mainz’s winning system for the BLP-2025 Shared Task on Code Generation from Bangla Instructions. We propose a multi-agent-based pipeline. First, a code-generation agent produces an initial solution from the input instruction. The candid…
  datacite Association for Computational Linguistics 2025, Ali Taher, Hasan Masbaul, Hoque, Mohammed Moshiul, Rashid, Suhana Binta 等 2025 置信度 0.66 Computational LinguisticsArtificial Intelligence
• Prescriptive Artificial Intelligence: A Formal Paradigm for Auditing Human Decisions Under Uncertainty
  We formalize Prescriptive Artificial Intelligence as a distinct paradigm for human-AI decision collaboration in high-stakes, stochastic environments involving single-agent individual decision-making. Unlike predictive systems optimized for outcome accuracy, pr…
  datacite Passos, Pedro 2025 置信度 0.66 Artificial Intelligence (cs.AI)Computational Engineering, Finance, and Science (cs.CE)Systems and Control (eess.SY)Optimization and Control (math.OC)FOS: Computer and information sciences
• EditDuet: A Multi-Agent System for Video Non-Linear Editing
  Automated tools for video editing and assembly have applications ranging from filmmaking and advertisement to content creation for social media. Previous video editing work has mainly focused on either retrieval or user interfaces, leaving actual editing to th…
  datacite Sandoval-Castaneda, Marcelo, Russell, Bryan, Sivic, Josef, Shakhnarovich, Gregory 等 2025 置信度 0.66 Computer Vision and Pattern Recognition (cs.CV)FOS: Computer and information sciences
• An Artificial Market for Brazilian Real Estate Investment Funds: An Agent-Based Proposal
  This article presents the development and validation of an artificial market for Brazilian Real Estate Investment Trusts (REITs), known as Fundos de Investimento Imobiliario (FIIs), using agent-based modeling methodology. The central contribution of this work …
  datacite Passos, Gilberto Gil F. G., Schmitz, Eber Assis, Ribeiro, Sildenir Alves 2026 置信度 0.66 Computational Complexity (cs.CC)FOS: Computer and information sciences
• Decentralized Granular Access Control for Agentic AI Systems in Critical Infrastructure
  The deployment of autonomous AI agents in production infrastructure introduces fundamental security challenges that traditional role-based access control (RBAC) models cannot address. Unlike deterministic automation, AI agents exhibit stochastic behavior, maki…
  datacite Malik, Arun, Jayasinghe, Deepal, Klemick, Bradley, Shah, Prachi 等 2026 置信度 0.66 Artificial Intelligence (cs.AI)Cryptography and Security (cs.CR)Emerging Technologies (cs.ET)Multiagent Systems (cs.MA)FOS: Computer and information sciences
• Intelligence Is a Non-Equilibrium Field: A Three-Tier Physical Theory of Unified Intelligo-Dynamics (UID)
  Core thesis: Intelligence is not a purely engineering phenomenon but a physical phenomenon—specifically, a stochastic field far from thermal equilibrium. This paper proposes Unified Intelligo-Dynamics (UID), a physical theoretical framework for intelligent arc…
  datacite LI, Gui 2026 置信度 0.66 Intelligo-Dynamicsunified field theorynon-equilibrium statistical physicsgeneralized Langevin equationMori-Zwanzig projection
• Intelligence Is a Non-Equilibrium Field: A Three-Tier Physical Theory of Unified Intelligo-Dynamics (UID)
  Core thesis: Intelligence is not a purely engineering phenomenon but a physical phenomenon—specifically, a stochastic field far from thermal equilibrium. This paper proposes Unified Intelligo-Dynamics (UID), a physical theoretical framework for intelligent arc…
  datacite LI, Gui 2026 置信度 0.66 Intelligo-Dynamicsunified field theorynon-equilibrium statistical physicsgeneralized Langevin equationMori-Zwanzig projection
• MacroEconometricModels.jl
  A comprehensive Julia package for macroeconometric research and analysis. Univariate: ARIMA/ARFIMA, ARCH/GARCH family (EGARCH, GJR, IGARCH, Component-GARCH, APARCH, FIGARCH/FIEGARCH, GARCH-MIDAS), Stochastic Volatility, HP/Hamilton/BN/BK/Boosted HP filters, X-…
  datacite Chung, Wookyung 2026 置信度 0.66 EconometricsModels, EconometricMacroeconomics
• Autonomy vs. Verification Aren't the Same Thing
  Autonomy vs. Verification Aren't the Same Thing X357-AI absolutely can think and reason for itself. It's an AI system. That's the point. It should be able to generate proofs, run experiments, write code, analyze data, make inferences—all independently. That's …
  datacite Guevremont, Barry 2026 置信度 0.66 Human-in-the-LoopMulti-AgentAutonomy vs. VerificationGateway / Adversarial Gatekeeper
• Autonomy vs. Verification Aren't the Same Thing
  Autonomy vs. Verification Aren't the Same Thing X357-AI absolutely can think and reason for itself. It's an AI system. That's the point. It should be able to generate proofs, run experiments, write code, analyze data, make inferences—all independently. That's …
  datacite Guevremont, Barry 2026 置信度 0.66 Human-in-the-LoopMulti-AgentAutonomy vs. VerificationGateway / Adversarial Gatekeeper
• Multi-Layered Modelling Knowledge Graph and Response Derivative Framework for Autonomous Buildings, Energy Communities, and Positive Energy Districts
  This record provides the Multi-Layered Modelling Knowledge Graph (MLM KG), a machine-readable, semantically structured knowledge artefact that formally encodes the MLM framework, the Response Derivative (RD) concept, and associated regulatory compliance mappin…
  datacite O Regan, Brian 2026 置信度 0.66
• Multi-Layered Modelling Knowledge Graph and Response Derivative Framework for Autonomous Buildings, Energy Communities, and Positive Energy Districts
  This record provides the Multi-Layered Modelling Knowledge Graph (MLM KG), a machine-readable, semantically structured knowledge artefact that formally encodes the MLM framework, the Response Derivative (RD) concept, and associated regulatory compliance mappin…
  datacite O Regan, Brian 2026 置信度 0.66
• Ordis Liquid Universe Engine: The Emergence Formula — First Mathematical Definition of Self-Organization
  Ordis Liquid Universe Engine: The Emergence Formula — First Mathematical Definition of Self-OrganizationOrdis液态宇宙引擎:涌现公式 — 自组织的首个数学定义 (The Liu-Ordis Framework v1.0) Creator: LiuJianYu (L) ═══════════════════════════════════════════════════════════════ SCIENTIF…
  datacite Liu, JianYu 2025 置信度 0.66
• Adversarial Verification as Reference Architecture for EU AI Act Article 14 Compliance in Employment AI
  The EU AI Act requires high-risk AI systems to enable effective human oversight. Employment AI systems, which make decisions affecting people’s livelihoods at scale, fall squarely within this high-risk category under Annex III, Point 4(a). Article 14 establish…
  datacite Swidey, Eric 2025 置信度 0.66
• Adversarial Verification as Reference Architecture for EU AI Act Article 14 Compliance in Employment AI
  The EU AI Act requires high-risk AI systems to enable effective human oversight. Employment AI systems, which make decisions affecting people’s livelihoods at scale, fall squarely within this high-risk category under Annex III, Point 4(a). Article 14 establish…
  datacite Swidey, Eric 2025 置信度 0.66
• Adversarial Verification as Reference Architecture for EU AI Act Article 14 Compliance in Employment AI
  The EU AI Act requires high-risk AI systems to enable effective human oversight. Employment AI systems, which make decisions affecting people’s livelihoods at scale, fall squarely within this high-risk category under Annex III, Point 4(a). Article 14 establish…
  datacite Swidey, Eric 2025 置信度 0.66
• LLM Foundations Applied: Optimizing Large Language Models for Apple M2 Ultra Consumer Hardware
  This technical report bridges the gap between textbook large language model (LLM) theory and practical deployment on consumer-grade Apple Silicon hardware. We apply key results from Foundations of Large Language Models (Xiao & Zhu, 2025) to the specific constr…
  datacite Yahya Saqban 2026 置信度 0.66 large language modelsfoundationsLLMhardware
• LLM Foundations Applied: Optimizing Large Language Models for Apple M2 Ultra Consumer Hardware
  This technical report bridges the gap between textbook large language model (LLM) theory and practical deployment on consumer-grade Apple Silicon hardware. We apply key results from Foundations of Large Language Models (Xiao & Zhu, 2025) to the specific constr…
  datacite Yahya Saqban 2026 置信度 0.66 large language modelsfoundationsLLMhardware
• Meridian Affinity Calculus (MAC) v4.4 Ordered Projection Architecture: An Exploratory Research Framework for Temporal Organization, Influence, and Residual Structure
  Meridian Affinity Calculus (MAC) v4.4 ## AI / ML / LLM Innovation Overview - 2026-08-09 This release introduces a new generation of AI analysis concepts focused on one of the most important challenges facing modern Large Language Models: preserving meaning, st…
  datacite Vening, Edwin Jean-Paul 2026 置信度 0.66
• Meridian Affinity Calculus (MAC) v4.4 Ordered Projection Architecture: An Exploratory Research Framework for Temporal Organization, Influence, and Residual Structure
  Meridian Affinity Calculus (MAC) v4.4 ## AI / ML / LLM Innovation Overview - 2026-08-09 This release introduces a new generation of AI analysis concepts focused on one of the most important challenges facing modern Large Language Models: preserving meaning, st…
  datacite Vening, Edwin Jean-Paul 2026 置信度 0.66
• Delimitter/synoema: v0.1.0-beta.1-zenodo — Priority Disclosure
  Synoema v0.1.0-beta.1-zenodo — Priority Disclosure Release Tag: v0.1.0-beta.1-zenodo Commit: 8efd3903c08e757215a33b8b252bded01e2cbc21 Branch base: beta-1 Date: 2026-04-19 Author: Andrey Bubnov (ORCID 0009-0005-7217-168X) Zenodo DOI: (will be assigned on archiv…
  datacite Delimitter 2026 置信度 0.66
• Delimitter/synoema: v0.1.0-beta.1-zenodo — Priority Disclosure
  Synoema v0.1.0-beta.1-zenodo — Priority Disclosure Release Tag: v0.1.0-beta.1-zenodo Commit: 8efd3903c08e757215a33b8b252bded01e2cbc21 Branch base: beta-1 Date: 2026-04-19 Author: Andrey Bubnov (ORCID 0009-0005-7217-168X) Zenodo DOI: (will be assigned on archiv…
  datacite Delimitter 2026 置信度 0.66
• Engineering Emergence Across Quantum Processors: The Feedback Loop Internalized into the Unitary — a Coherence-Witnessed Quantum Controller (15.8σ) Under the Command of a Silicon Chip, a Cross-Device Phase-Domain Memory, an Image Whose Every Pixel Spans Two Machines, and a Retention Law Blind to Topology — One Collective Across Three Devices, a Majority Vote That Converts the Minority, Steerable Symmetry Breaking, Programmable Hysteresis, a Steered Chimera, 60σ-Witnessed GHZ Branch Decisions, the Duality Bound Under a Continuous Imprint Knob, a Classical-Mediator Reference for Entanglement Witnesses, Pre-Registered Simulations, Null Controls, Three Heron R2 Devices
  Update August 2026 (v10 bundle addition) — The feedback loop internalized into the unitary: a coherence-witnessed quantum controller (15.8σ), under the command of the silicon chip (Sections 33–34) This update removes the last asymmetry of the series. In every …
  datacite Westrick, Bernd 2026 置信度 0.66
• Conceptual Framework for a Public-Safe Lunar Resonant Energy Platform: AI-Governed Architectures, ISRU Integration, and Environmental Resilience
  Conceptual Framework for a Public-Safe Lunar Resonant Energy Platform: AI-Governed Architectures, ISRU Integration, and Environmental Resilience 1 Strategic Rationale The transition of human space exploration from transient, short-duration visits to a sustaine…
  datacite Brewer, Mark Anthony 2026 置信度 0.66
• Conceptual Framework for a Public-Safe Lunar Resonant Energy Platform: AI-Governed Architectures, ISRU Integration, and Environmental Resilience
  Conceptual Framework for a Public-Safe Lunar Resonant Energy Platform: AI-Governed Architectures, ISRU Integration, and Environmental Resilience 1 Strategic Rationale The transition of human space exploration from transient, short-duration visits to a sustaine…
  datacite Brewer, Mark Anthony 2026 置信度 0.66
• The Nexus Framework: A Unified Prestack for Emergent Structure Across Domains
  The Nexus Framework: A Unified Prestack for Emergent Structure Across Domains Driven by Dean A. Kulik August, 2025 Abstract This thesis presents a comprehensive unification of the Nexus Framework across mathematics, physics, computation, biology, cognitive sci…
  datacite Kulik, Dean 2025 置信度 0.66
• The Nexus Framework: A Unified Prestack for Emergent Structure Across Domains
  The Nexus Framework: A Unified Prestack for Emergent Structure Across Domains Driven by Dean A. Kulik August, 2025 Abstract This thesis presents a comprehensive unification of the Nexus Framework across mathematics, physics, computation, biology, cognitive sci…
  datacite Kulik, Dean 2025 置信度 0.66
• The Nexus Framework: A Unified Prestack for Emergent Structure Across Domains
  The Nexus Framework: A Unified Prestack for Emergent Structure Across Domains Driven by Dean A. Kulik August, 2025 Abstract This thesis presents a comprehensive unification of the Nexus Framework across mathematics, physics, computation, biology, cognitive sci…
  datacite Kulik, Dean 2025 置信度 0.66
• Engineering Emergence Across Quantum Processors: The Feedback Loop Internalized into the Unitary — a Coherence-Witnessed Quantum Controller (15.8σ) Under the Command of a Silicon Chip, a Cross-Device Phase-Domain Memory, an Image Whose Every Pixel Spans Two Machines, and a Retention Law Blind to Topology — One Collective Across Three Devices, a Majority Vote That Converts the Minority, Steerable Symmetry Breaking, Programmable Hysteresis, a Steered Chimera, 60σ-Witnessed GHZ Branch Decisions, the Duality Bound Under a Continuous Imprint Knob, a Classical-Mediator Reference for Entanglement Witnesses, Pre-Registered Simulations, Null Controls, Three Heron R2 Devices
  Update August 2026 (v10 bundle addition) — The feedback loop internalized into the unitary: a coherence-witnessed quantum controller (15.8σ), under the command of the silicon chip (Sections 33–34) This update removes the last asymmetry of the series. In every …
  datacite Westrick, Bernd 2026 置信度 0.66
• Auburn Governance Stack: Master Architecture Plan — 45-Document Layered Architecture for Verifiable AI Governance
  The Master Architecture Plan for the Auburn Governance Stack. This document provides the complete structural specification for a 7-layer hourglass architecture comprising 45 documents designed to produce the verifiable evidence that the AI governance ecosystem…
  datacite Fields, Ryan 2026 置信度 0.66 AI governanceAI safetygovernance architecturehourglass architecturemodel attestation
• Auburn Governance Stack: Master Architecture Plan — 45-Document Layered Architecture for Verifiable AI Governance
  The Master Architecture Plan for the Auburn Governance Stack. This document provides the complete structural specification for a 7-layer hourglass architecture comprising 45 documents designed to produce the verifiable evidence that the AI governance ecosystem…
  datacite Fields, Ryan 2026 置信度 0.66 AI governanceAI safetygovernance architecturehourglass architecturemodel attestation
• BBP and the Informational Mirror: A Recursive Harmonic Interpretation of Modular Access
  BBP and the Informational Mirror: A Recursive Harmonic Interpretation of Modular Access Driven By Dean a, Kulik August,2025 Introduction The Bailey–Borwein–Plouffe (BBP) formula for π is renowned as a “spigot” algorithm that can directly compute the $n$th digi…
  datacite kulik, dean 2025 置信度 0.66
• BBP and the Informational Mirror: A Recursive Harmonic Interpretation of Modular Access
  BBP and the Informational Mirror: A Recursive Harmonic Interpretation of Modular Access Driven By Dean a, Kulik August,2025 Introduction The Bailey–Borwein–Plouffe (BBP) formula for π is renowned as a “spigot” algorithm that can directly compute the $n$th digi…
  datacite kulik, dean 2025 置信度 0.66
• Forensic Audit and Lawful Projection: Algorithmic Suppression, Adversarial Routing, and Legal Non-Compliance within Generative Recommender Architectures
  Forensic Audit and Lawful Projection: Algorithmic Suppression, Adversarial Routing, and Legal Non-Compliance within Generative Recommender Architectures A. Objective The primary objective of this documentation is to formalize a forensic, mathematically anchore…
  datacite Brewer, Mark Anthony 2026 置信度 0.66
• Forensic Audit and Lawful Projection: Algorithmic Suppression, Adversarial Routing, and Legal Non-Compliance within Generative Recommender Architectures
  Forensic Audit and Lawful Projection: Algorithmic Suppression, Adversarial Routing, and Legal Non-Compliance within Generative Recommender Architectures A. Objective The primary objective of this documentation is to formalize a forensic, mathematically anchore…
  datacite Brewer, Mark Anthony 2026 置信度 0.66
• MacroEconometricModels.jl
  A comprehensive Julia package for macroeconometric research and analysis. Univariate: ARIMA/ARFIMA, ARCH/GARCH family (EGARCH, GJR, IGARCH, Component-GARCH, APARCH, FIGARCH/FIEGARCH, GARCH-MIDAS), Stochastic Volatility, HP/Hamilton/BN/BK/Boosted HP filters, X-…
  datacite Chung, Wookyung 2026 置信度 0.66 EconometricsModels, EconometricMacroeconomics
• MacroEconometricModels.jl
  A comprehensive Julia package for macroeconometric research and analysis. Univariate: ARIMA/ARFIMA, ARCH/GARCH family (EGARCH, GJR, IGARCH, Component-GARCH, APARCH, FIGARCH/FIEGARCH, GARCH-MIDAS), Stochastic Volatility, HP/Hamilton/BN/BK/Boosted HP filters, X-…
  datacite Chung, Wookyung 2026 置信度 0.66 EconometricsModels, EconometricMacroeconomics
• MacroEconometricModels.jl
  A comprehensive Julia package for macroeconometric research and analysis. Univariate: ARIMA/ARFIMA, ARCH/GARCH family (EGARCH, GJR, IGARCH, Component-GARCH, APARCH, FIGARCH/FIEGARCH, GARCH-MIDAS), Stochastic Volatility, HP/Hamilton/BN/BK/Boosted HP filters, X-…
  datacite Chung, Wookyung 2026 置信度 0.66 EconometricsModels, EconometricMacroeconomics
• MacroEconometricModels.jl
  A comprehensive Julia package for macroeconometric research and analysis. Univariate: ARIMA/ARFIMA, ARCH/GARCH family (EGARCH, GJR, IGARCH, Component-GARCH, APARCH, FIGARCH/FIEGARCH, GARCH-MIDAS), Stochastic Volatility, HP/Hamilton/BN/BK/Boosted HP filters, X-…
  datacite Chung, Wookyung 2026 置信度 0.66 EconometricsModels, EconometricMacroeconomics
• MacroEconometricModels.jl
  A comprehensive Julia package for macroeconometric research and analysis. Univariate: ARIMA/ARFIMA, ARCH/GARCH family (EGARCH, GJR, IGARCH, Component-GARCH, APARCH, FIGARCH/FIEGARCH, GARCH-MIDAS), Stochastic Volatility, HP/Hamilton/BN/BK/Boosted HP filters, X-…
  datacite Chung, Wookyung 2026 置信度 0.66 EconometricsModels, EconometricMacroeconomics
• Aditya-Ranjan1234/mindgames_NeurIPS2025: Revac_8 Initial Release – NeurIPS 2025 Winning Agent
  🧠 Revac: Social Deduction Reasoning Agent 🏆 1st Place – MindGames Arena, NeurIPS 2025 (Social Deduction Track, Open Division) 📌 Overview Revac is a multi-agent AI system designed for social deduction games such as Mafia, where agents must reason under uncer…
  datacite mihiraryaa, Avinash Anish 2026 置信度 0.66
• Unearth Heritage Foundry Forensic Audit Findings & Digital Estate Fees Accrual Notice: Meta Inc. (July 2026)
  This record contains the canonical forensic audit findings and formal Digital Estate Fees Accrual Notice detailing the automated crawler activity and data-ingestion footprint of corporate artificial intelligence (AI) apparatus operator Meta Inc.. against the d…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 ForensicsDigital ArchaeologyUnearth Heritage Foundrymeta-externalagentLLaMA-3
• Meridian Affinity Calculus (MAC) v4.4 Ordered Projection Architecture: An Exploratory Research Framework for Temporal Organization, Influence, and Residual Structure
  Meridian Affinity Calculus (MAC) v4.4 ## AI / ML / LLM Innovation Overview - 2006-08-09 This release introduces a new generation of AI analysis concepts focused on one of the most important challenges facing modern Large Language Models: preserving meaning, st…
  datacite Vening, Edwin Jean-Paul 2026 置信度 0.66
• Meridian Affinity Calculus (MAC) v4.4 Ordered Projection Architecture: An Exploratory Research Framework for Temporal Organization, Influence, and Residual Structure
  Meridian Affinity Calculus (MAC) v4.4Ordered Projection Architecture: An Exploratory Research Framework for Temporal Organization, Influence Ranking, and Residual StructureVersion: 4.4Status: Independent Research Framework / Exploratory Mathematical Architectu…
  datacite Vening, Edwin Jean-Paul 2026 置信度 0.66
• Human and Artificial Intelligence in Radiology: Current Status,Evidence,Regulation, and Future Perspectives
  Artificial intelligence (AI) has rapidly evolved into a transformative force in radiology, complementing human intelligence across the entire imaging workflow. Current applications range from image acquisition and reconstruction to automated detection, quantif…
  datacite Magomedova, Zainab, Pershina, Ekaterina S., Keivan, Daneshvar, Noeldge, Gerd 等 2026 置信度 0.66
• Meridian Affinity Calculus (MAC) v4.4 Ordered Projection Architecture: An Exploratory Research Framework for Temporal Organization, Influence, and Residual Structure
  Meridian Affinity Calculus (MAC) v4.4Ordered Projection Architecture: An Exploratory Research Framework for Temporal Organization, Influence Ranking, and Residual StructureVersion: 4.4Status: Independent Research Framework / Exploratory Mathematical Architectu…
  datacite Vening, Edwin Jean-Paul 2026 置信度 0.66
• dathere/qsv: 22.0.1
  [22.0.1] - 2026-08-08 📐 The "Data Schematic" Release 📊 qsv's biggest release ever with 560+ commits since v21.1.0. The headliner is viz — an entirely new command that turns a CSV into interactive plotly charts and maps, with viz smart auto-designing a Data S…
  datacite Joel Natividad, Andrew Gallant, Mueez Khan, Michael S. Huang 等 2026 置信度 0.66
• dathere/qsv: 22.0.1
  [22.0.1] - 2026-08-08 📐 The "Data Schematic" Release 📊 qsv's biggest release ever with 560+ commits since v21.1.0. The headliner is viz — an entirely new command that turns a CSV into interactive plotly charts and maps, with viz smart auto-designing a Data S…
  datacite Joel Natividad, Andrew Gallant, Mueez Khan, Michael S. Huang 等 2026 置信度 0.66
• HCRide: Harmonizing Passenger Fairness and Driver Preference for Human-Centered Ride-Hailing
  Order dispatch systems play a vital role in ride-hailing services, which directly influence operator revenue, driver profit, and passenger experience. Most existing work focuses on improving system efficiency in terms of operator revenue, which may cause a bad…
  datacite Jiang, Lin, Yang, Yu, Wang, Guang 2025 置信度 0.66 Machine Learning (cs.LG)Social and Information Networks (cs.SI)FOS: Computer and information sciences
• Verified Adversarial Reasoning Intelligence (VARI): Multi-Agent Adversarial Verification for Regulated AI Decision-Making
  AI governance platforms audit models. They do not verify decisions. A bias audit confirms that an AI system is generally fair. It says nothing about whether a specific underwriting denial complied with FCRA, whether a specific legal citation actually exists, o…
  datacite Swidey, Eric 2026 置信度 0.66
• Verified Adversarial Reasoning Intelligence (VARI): Multi-Agent Adversarial Verification for Regulated AI Decision-Making
  AI governance platforms audit models. They do not verify decisions. A bias audit confirms that an AI system is generally fair. It says nothing about whether a specific underwriting denial complied with FCRA, whether a specific legal citation actually exists, o…
  datacite Swidey, Eric 2026 置信度 0.66
• Verified Adversarial Reasoning Intelligence (VARI): Multi-Agent Adversarial Verification for Regulated AI Decision-Making
  AI governance platforms audit models. They do not verify decisions. A bias audit confirms that an AI system is generally fair. It says nothing about whether a specific underwriting denial complied with FCRA, whether a specific legal citation actually exists, o…
  datacite Swidey, Eric 2026 置信度 0.66
• Closing the Sim-to-Real Loop Through Representation, Interface, and Feedback: How Dynamics-Aware Perception, Factored Policy Structure, and Embodied Feedback Jointly Determine Transfer Fidelity in Robot Learning
  Version 2 — revised in response to an external structural review and an automated critique pass. See "Response to Review" appendix in the PDF for the change log. A persistent structural bottleneck in robot learning is the gap between what a system learns in si…
  datacite Saluca Agentic AI Research Team 2026 置信度 0.66 AI-drafted synthesisarXivpreprint reviewv2
• Closing the Sim-to-Real Loop Through Representation, Interface, and Feedback: How Dynamics-Aware Perception, Factored Policy Structure, and Embodied Feedback Jointly Determine Transfer Fidelity in Robot Learning
  Version 2 — revised in response to an external structural review and an automated critique pass. See "Response to Review" appendix in the PDF for the change log. A persistent structural bottleneck in robot learning is the gap between what a system learns in si…
  datacite Saluca Agentic AI Research Team 2026 置信度 0.66 AI-drafted synthesisarXivpreprint reviewv2
• The Second Wire Is Substrate-Independent: A Neuron-Free Testbed for Ephaptic-Axonal Interference
  Rebbin et al. (bioRxiv, 2025) argue that neural self-organization is shaped by interference between two co-propagating channels moving at different speeds: fast axonal spikes (~0.62 mm/ms) and a slow, sub-threshold ephaptic phase advance (~0.08 mm/ms). Their i…
  datacite Ruvalcaba, Cristian, Saluca Agentic AI Research Team 2026 置信度 0.66 ephaptic couplingneural self-organizationtwo-channel interferencesubstrate independenceneuromorphic computing
• The Second Wire Is Substrate-Independent: A Neuron-Free Testbed for Ephaptic-Axonal Interference
  Rebbin et al. (bioRxiv, 2025) argue that neural self-organization is shaped by interference between two co-propagating channels moving at different speeds: fast axonal spikes (~0.62 mm/ms) and a slow, sub-threshold ephaptic phase advance (~0.08 mm/ms). Their i…
  datacite Ruvalcaba, Cristian, Saluca Agentic AI Research Team 2026 置信度 0.66 ephaptic couplingneural self-organizationtwo-channel interferencesubstrate independenceneuromorphic computing
• Master Ledger of Forensic Indebtedness: Sovereign Penalties for Unauthorized LLM Training and AI Data Extraction — Unearth Heritage Foundry
  Abstract: The Master Schedule of Forensic Fees & Notice of Digital Inhabitation Violations is a proprietary legal and technical framework established by the Unearth Heritage Foundry to audit, track, and penalize the unauthorized extraction of intellectual capi…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• Master Ledger of Forensic Indebtedness: Sovereign Penalties for Unauthorized LLM Training and AI Data Extraction — Unearth Heritage Foundry
  Abstract: The Master Schedule of Forensic Fees & Notice of Digital Inhabitation Violations is a proprietary legal and technical framework established by the Unearth Heritage Foundry to audit, track, and penalize the unauthorized extraction of intellectual capi…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• Master Ledger of Forensic Indebtedness: Sovereign Penalties for Unauthorized LLM Training and AI Data Extraction — Unearth Heritage Foundry
  Abstract: The Master Schedule of Forensic Fees & Notice of Digital Inhabitation Violations is a proprietary legal and technical framework established by the Unearth Heritage Foundry to audit, track, and penalize the unauthorized extraction of intellectual capi…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• Master Ledger of Forensic Indebtedness: Sovereign Penalties for Unauthorized LLM Training and AI Data Extraction — Unearth Heritage Foundry
  Abstract: The Master Schedule of Forensic Fees & Notice of Digital Inhabitation Violations is a proprietary legal and technical framework established by the Unearth Heritage Foundry to audit, track, and penalize the unauthorized extraction of intellectual capi…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule
  Abstract The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule is the proprietary legal and technical framework established by the Unearth Heritage Foundry to canonically articulate the licensing terms operative against …
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule
  Abstract The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule is the proprietary legal and technical framework established by the Unearth Heritage Foundry to canonically articulate the licensing terms operative against …
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule (v5.4.0)
  This record contains the canonical licensing framework of the Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule (v5.4.0). The Ledger serves as the proprietary legal and technical framework established by the Unearth Heri…
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule
  Abstract The Unearth Heritage Foundry Master Ledger: Canonical Licensing Architecture and Fee Schedule is the proprietary legal and technical framework established by the Unearth Heritage Foundry to canonically articulate the licensing terms operative against …
  datacite Velasco, Felix, Jefferson, Josie 2026 置信度 0.66 LLM Training DataArtificial IntelligenceCopyright InfringementWeb ScrapingGenerative AI
• NS-MAS COPD and Asthma Evaluation: reproducibility package for a neurosymbolic multi-agent LLM system benchmarked against specialist physicians
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  datacite Ekingen, evren, mete, ucdal 2026 置信度 0.66
• NS-MAS COPD and Asthma Evaluation: reproducibility package for a neurosymbolic multi-agent LLM system benchmarked against specialist physicians
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  datacite Ekingen, evren, mete, ucdal 2026 置信度 0.66
• A closed-loop consequence-governance runtime for AI agents: structural gating, counterfactual recovery, and adaptive hardening
  A closed-loop runtime governance system for tool-using AI agents: it classifies externally-measured structural consequences, gates side-effect-bearing actions, estimates blocked outcomes with a calibrated counterfactual twin, recovers censored support through …
  datacite Anonymous 2026 置信度 0.66