-
Jet anomaly detection in a high-energy physics is a non-stationary task that is fuelled by shifts in the domain due to pile-up and predominantly by background noise, and dynamically changing relationships between jet constituents in such a scenario, where a co…
preprints
2026
置信度 0.74
-
ABSTRACT Nanopore sequencing has enabled various layers of information about DNA and RNA sequence isoforms and chemical modifications. Yet, the archipelago of disjoint nanopore analysis tools makes navigating among these a significant challenge for the nanopor…
preprints
2026
置信度 0.74
-
Abstract Computational Fluid Dynamics (CFD) accelerates scientific discovery in physical engineering, yet its steep learning curve and fragmented, multi-stage workflow create significant barriers. To address these challenges, we present Foam-Agent, a multi-age…
preprints
2026
置信度 0.74
-
Large Language Model (LLM) based multi-agent systems have demonstrated remarkable potential in automating complex software engineering tasks. However, existing frameworks such as MetaGPT and AutoGen suffer from critical limitations including static role assign…
preprints
2026
置信度 0.74
-
This paper presents a study on the use of a microservices-based composite architecture for building a digital twin. It substantiates the importance of consciously choosing an architecture for a digital twin system. It proposes considering the twin as a high-or…
preprints
2026
置信度 0.74
-
Abstract The deployment of multi-robot systems in large-scale manufacturing processes, such as autonomous welding, presents a complex spatiotemporal challenge: balancing operational efficiency with thermo-mechanical structural integrity. Traditional task alloc…
preprints
2026
置信度 0.74
-
Deploying large language models (LLMs) at the network edge is hindered by their enormous cost, yet the reasoning quality they provide remains indispensable. Heterogeneous collaboration between edge small models and a server LLM has emerged as a promising direc…
preprints
2026
置信度 0.74
-
Large language model (LLM) systems can now generate complete research manuscripts, yet their reliability in clinical medicine — where citation accuracy and reporting standards carry direct consequences — has not been systematically assessed. We introduce MedRe…
preprints
2026
置信度 0.74
-
Large Language Model (LLM)-based multi-agent systems have demonstrated strong capabilities in collaborative task-solving. However, a practical challenge emerges in extended collaboration: role drift, where agents gradually deviate from their designated respons…
preprints
2026
置信度 0.74
-
The rapid expansion of 5G/6G technologies and the burgeoning demand for low-latency, high-reliability services at the network edge challenge traditional centralized cloud architectures. Edge computing offers a promising solution, yet its dynamic, resource-cons…
preprints
2026
置信度 0.74
-
Computational modeling of cellular behavior—the virtual cell—has emerged as a stated grand challenge at the intersection of artificial intelligence and biology, yet existing foundation models remain specialized: single-cell models process dissociated transcrip…
preprints
2026
置信度 0.74
-
Abstract Recent advances in robotics have paved the way for robots to replace humans in perilous situations, such as searching for victims in burning buildings, in earthquake-damaged structures, in uncharted caves, traversing minefields or patrolling crime-rid…
preprints
2026
置信度 0.74
-
Large-scale recommender systems in industry commonly adopt a mature multi-stage architecture of recall, coarse ranking, fine ranking and re-ranking, and have evolved from collaborative filtering to deep neural networks and large pre-trained models. Nevertheles…
preprints
2026
置信度 0.74
-
Abstract How should financial assets be priced in a multi-agent, multi-asset economy where markets may be incomplete and agents differ in risk aversion, beliefs, and preferences? This paper addresses this question by developing a systematic methodology for der…
preprints
2026
置信度 0.74
-
Abstract This paper investigates the optimization control methods for distributed battery energy storage systems and the balancing strategy of battery state of charge (SOC), proposing a cooperative control strategy based on SOC balancing. Utilizing multi- agen…
preprints
2026
置信度 0.74
-
Modern AI agent systems increasingly operate on data infrastructure designed for human users: rigid relational schemas, manually authored queries, and external access-control layers that sit entirely outside the agent's reasoning loop. This architectural misma…
preprints
Jalendar Reddy Maligireddy
2026
置信度 0.74
-
Abstract This paper addresses the mean square consensus-based formation control for multiple agent system (MAS) with input and output delays under network attacks, process noise, and measurement noise in MAS. Firstly, a time delay-free transformation approach …
europepmc
Yuan Jian, Liu Hailin, Zhang Wenxia
2021
置信度 0.80
-
Prior authorization (PA) remains one of the most administratively burdensome processes in United States healthcare, delaying medically necessary care and generating billions of dollars in annual administrative costs. The CMS Interoperability and Prior Authoriz…
europepmc
2026
置信度 0.80
-
Fire evacuation in complex multi-storey buildings is a dynamic task in which route safety changes depending on fire development, smoke propagation, and the spatial distribution of evacuees. Contemporary research increasingly applies artificial-intelligence met…
europepmc
2026
置信度 0.80
-
In this paper, fault-tolerant consensus in multi-agent system using distributed adaptive protocol is investigated. Firstly, distributed adaptive online updating strategies for some parameters are proposed based on local information of the network structure. Th…
europepmc
2015
置信度 0.80
-
Orchestrating and evaluating a multi-agent systems is now common problem in production. Their behavior is stochastic and multi-step and static, single-turn benchmarks measure which model is better, not whether a given pipeline has regressed and in which compon…
europepmc
2026
置信度 0.80
-
Current research on the consensus problem in hybrid game-based multi-agent systems (HGBMASs) faces limitations such as insufficient engineering modularity, idealized topological assumptions, and passive game mechanisms. To overcome these issues, this paper int…
europepmc
2026
置信度 0.80
-
God agents, i.e., agents that accumulate excessive responsibilities, have become an increasingly common problem in modern multi-agent systems and agent frameworks. As business logic grows, interaction scenarios become more complex, and agents are expected to b…
europepmc
2026
置信度 0.80
-
Agentic Large Language Model (LLM) systems that turn wearable streams into daily workout plans need matched-backbone tests with shared post-processing. We compare four system configurations for daily workout generation—Baseline-LLM (raw chart, no precompute), …
europepmc
2026
置信度 0.80
-
This paper explores robust H ∞ formation tracking control of multi-agent systems in terms of hybrid impulsive approach combined with reinforcement learning. The study establishes the robust stabilization of the formation under the proposed control protocol by …
europepmc
2026
置信度 0.80
-
Patient flow within a healthcare facility may follow different and, sometimes, complicated paths. Each path phase is associated with the documentation of the activities carried out during it and may require the consultation of clinical guidelines, medical lite…
europepmc
2013
置信度 0.80
-
As part of a successful IoV implementation, testing of IoV-based systems is essential for detecting errors related to device availability, communication reliability, quality of service, and system security. However, this remains a challenge due to the dynamic …
europepmc
2026
置信度 0.80
-
BackgroundPrior work on trust in multi-component systems has proposed two competing perspectives: system-wide trust (SWT) versus component-specific trust (CST). SWT argues that individuals view multiple agent teammates as interconnected parts of a single "syst…
europepmc
2026
置信度 0.80
-
The FPR–FNR seesaw—a mathematical constraint on any single-pipeline verifier, where lowering the false-negative rate necessarily raises false positives—is inherent to single-agent judgment, not merely an engineering limitation. We prove that, under conditional…
europepmc
2026
置信度 0.80
-
This paper investigates event-triggered predefined-time (PT) consensus control for leader-follower multi-agent systems subject to input saturation and prescribed performance constraints in the presence of unknown disturbances. Under switching topologies, the p…
europepmc
2026
置信度 0.80
-
In this paper we investigate the finite-time synchronization for second-order multi-agent system via pinning exponent sliding mode control. Firstly, for the nonlinear multi-agent system, differential mean value theorem is employed to transfer the nonlinear sys…
europepmc
2016
置信度 0.80
-
Abstract Digitalization of global financial systems has been one of the main exposures of financial infrastructures to highly sophisticated cyber attacks. Based on the industry reports released recently, it is stated that close to 25% of global internet attack…
europepmc
2026
置信度 0.80
-
This research aims to depict the methodological steps and tools about the combined operation of case-based reasoning (CBR) and multi-agent system (MAS) to expose the ontological application in the field of clinical decision support. The multi-agent architectur…
europepmc
2015
置信度 0.80
-
Quadruped robots have gained significant attention due to their superior mobility on uneven and unstructured terrains, offering potential applications in inspection, search and rescue, and field exploration. However, achieving robust locomotion on low-cost pla…
europepmc
2026
置信度 0.80
-
Abstract The field of autonomous driving systems presents numerous challenges, particularly in addressing autonomous decision-making, a problem inherently classified as NP-hard. This paper introduces a Universal Autonomous Turing Machine (UATM) as hardware des…
europepmc
2026
置信度 0.80
-
Vision-language pretraining (VLP) has emerged as a powerful paradigm in medical image analysis, enabling representation learning from large-scale image-text pairs without relying on expensive expertise annotations. However, these challenges are particularly pr…
europepmc
2026
置信度 0.80
-
We develop a tensor-based dynamical framework for monetary flows in multi-sector, multi-agent economies and quantify the information destroyed when the monetary state is reduced to a scalar aggregate. The state is a third-order tensor encoding capital flows ac…
europepmc
2026
置信度 0.80
-
Objective Microaneurysms represent the first sign of diabetic retinopathy, and their detection is fundamental for the prevention of vision impairment. Despite several research attempts to develop an automated system to detect microaneurysms in fundus images, n…
europepmc
2014
置信度 0.80
-
Information architecture may shape harmful conduct in dynamic multi-agent systems, yet its relationship to objectively measured misrepresentation remains unclear. We examine seller-only communication and market-wide public history in a repeated hidden-quality …
europepmc
2026
置信度 0.80
-
Background Conversational agents are increasingly used in healthcare, but most systems are designed for clinicians and insufficiently support patient-centered decision-making. Limited patient understanding of medical decisions may reduce adherence and lead to …
europepmc
2026
置信度 0.80
-
High-frequency trading now plays out at microsecond and even nanosecond granularity, and profitability is shaped jointly by adversarial market dynamics and by acute sensitivity to execution latency. Most existing frameworks, somewhat surprisingly, still treat …
europepmc
2026
置信度 0.80
-
Abstract Internal information sharing in manufacturing remains constrained by data silos, heterogeneous systems, poor data quality, and limited interoperability across ISA-95 levels. While Large Language Models (LLMs) are increasingly proposed for manufacturin…
europepmc
2026
置信度 0.80
-
Multi-agent perceptual map construction and long-term maintenance constitute an important paradigm for improving adaptability and real-world applicability. With the outstanding capability of 3D Gaussian Splatting in preserving fine-grained texture details, a n…
europepmc
2026
置信度 0.80
-
Abstract The flight deck of a naval vessel is a high-risk operational environment in which a single initiating event can precipitate coupled hazard cascades encompassing concurrent fire propagation, progressive casualty deterioration, and damage-induced stabil…
europepmc
2026
置信度 0.80
-
This research offers a feature-centric hybrid predictive framework to forecast the efficiency of the system in intelligent multi-agent manufacturing environments. By combining operational, learning-based, and cyber-physical indicators, the suggested approach c…
europepmc
2026
置信度 0.80
-
Abstract Achieving zero-defect production in five-axis machining of aerospace titanium alloys remains difficult because process dynamics change continuously as tools wear, thermal fields evolve, and vibration modes shift with tool orientation. Conventional dig…
europepmc
2026
置信度 0.80
-
Abstract In large-scale cloud computing environments, alerting systems typically rely on manually configured rules and static thresholds, making it difficult to adapt to dynamic load changes and complex failure patterns. This leads to persistent issues of insu…
europepmc
2026
置信度 0.80
-
Water Distribution Systems (WDS) resilience assessment remains dependent on specialized knowledge and complex simulations, limiting accessibility for operational decision-making. Data-driven surrogate models reduce computational complexity but often lack physi…
europepmc
2026
置信度 0.80
-
Despite recent advances in multi-agent path finding, achieving robust coordination in dynamic and crowded warehouse environments remains a bottleneck due to training instability and inefficient credit assignment. To address these challenges, we propose BeMappe…
europepmc
2026
置信度 0.80
-
Pharmaceutical companies increasingly face difficulties in tracking products across the supply chain, enabling counterfeiters to introduce fake medicines that cause substantial economic losses and serious health risks. A mechanism capable of tracing and monito…
pubmed
Alahabadi SB
2026
置信度 0.82
-
For the challenge of cooperative optimization of transient performance, energy consumption, and communication resources in multi-agent systems, this paper proposes an event-triggered prescribed time optimal consensus control scheme within the framework of deep…
europepmc
2026
置信度 0.80
-
Abstract Regulatory institutions intervene only after a characteristic delay, and we ask whether this processing lag alone can destabilize an otherwise stable multi-agent system, with no exogenous shocks, coordination among agents, or malicious actors. We anal…
europepmc
2026
置信度 0.80
-
Deep-pit manure storage in intensive swine farming has emerged as a major source of malodorous emissions, posing significant environmental and public health concerns. This study developed a targeted microbial agent by systematic screening of malodor-degrading …
europepmc
2026
置信度 0.80
-
The increasing penetration of photovoltaic (PV) generation and distributed energy resources in residential communities requires intelligent, scalable energy management strategies that go beyond conventional cost-based approaches. This paper proposes a unified …
pubmed
Khan MM, Ahmad S, Naeem M, Ali MU 等
2026
置信度 0.82
-
Introduction Crop diseases and pests pose a critical threat to global food security and agricultural sustainability. Traditional control methods are often limited by delayed diagnosis and a lack of capability for personalized solutions. Methods To address thes…
europepmc
2026
置信度 0.80
-
Collaborative perception allows each agent to enhance its perceptual abilities by exchanging messages with others. It inherently results in a trade-off between perception ability and communication costs. Previous works transmit complete full-frame high-dimensi…
pubmed
Hu Y, Pang X, Qin X, Eldar YC 等
2026
置信度 0.82
-
A crucial aspect in rowing is having a synchronized, highly-efficient stroke. This is very difficult to obtain, due to the many interacting factors that each rower of the crew must perceive. Having a system that monitors and represents the crew coordination wo…
europepmc
2013
置信度 0.80
-
Shared immersive environment sports venues, virtual classrooms, and collaborative workspaces require multiple users to stream 360° videos simultaneously over the same edge network, yet every existing adaptive bitrate system optimises each viewer in isolation. …
europepmc
2026
置信度 0.80
-
Abstract Clinical decision support systems (CDSS)face afundamentaltensionbetweenpredictive performance and interpretability, a challenge compounded by the heterogeneous, temporally structured nature of electronic health record (EHR) data. Existing approaches e…
europepmc
Aritrik Ghosh
2026
置信度 0.80
-
In addressing the challenges of strong power generation fluctuation, complex load variation, and dynamic topology changes in microgrid operation, this paper puts forward a proposal for optimal control methodology for distributed generation based on multi-agent…
europepmc
2026
置信度 0.80
-
Abstract Structured multi-agent debates among Large Language Models (LLMs) have emerged as a powerful paradigm for enhancing reasoning reliability and argumentative coherence. Motivated by the European Space Agency's (ESA) interest in trustworthy AI for space …
europepmc
Susana Gómez, Alejandro Mozo, Tomás Navarro, Sergio Gálvez 等
2026
置信度 0.80
-
The process of vendor selection is a multi-dimensional and intricate task that requires analyzing the financial health, amount of risk, industry standards, and the mood in the marketplace. The use of traditional methods that consider individual data points or …
pubmed
Joshi A, Singh M, Parashar D
2026
置信度 0.82
-
When operating in complex and obstacle-dense environments, micro UAV swarms often face severe cooperative positioning failures due to transient non-line-of-sight (NLOS) interference and cascaded inertial sensor drift. To address this, this work proposes a faul…
europepmc
2026
置信度 0.80
-
Given the importance of the follow-up of chronic heart failure (CHF) patients to reduce common causes of re-admission and deterioration of their status that lead to imposing spiritual and physical costs on patients and society, modern technology tools should b…
pubmed
Mohammadzadeh N, Safdari R, Rahimi A
2013
置信度 0.82
-
This paper investigates the vulnerability of multi-agent systems under link false data injection attacks, where adversaries disrupt the leader-following consensus by tampering with the transmitted data between neighbor nodes. In contrast to existing network at…
europepmc
2026
置信度 0.80
-
This paper investigates adaptive formation control for multi-agent systems with nonlinear dynamics and uncertainties within a ratio-of-distance (RoD) rigidity framework. Distributed control laws are developed to achieve and maintain rigid formation shapes whil…
europepmc
2026
置信度 0.80
-
Abstract Quantum Machine Learning (QML) and multi-agent game theory are both plagued by non-convex optimization landscapes and the phenomenon of barren plateaus. In this work, we reveal a previously unobserved algebraic obstruction that fundamentally separates…
europepmc
2026
置信度 0.80
-
Abstract Existing deep learning methods for fracture detection rely on static models and fixed attention, struggling to adapt to diverse anatomical regions and variable image quality. To overcome these limitations, we propose an adaptive framework based on Coo…
europepmc
2026
置信度 0.80
-
To address the challenges of strong dynamic coupling, action space dimension explosion, and voltage imbalance in reactive power and voltage scheduling of cross-regional power grids, this paper proposes a hierarchical coordinated scheduling method based on mult…
pubmed
Lin Z, Zhang X, Ren Z, Shao Y 等
2026
置信度 0.82
-
Abstract Hospital systems are increasingly exposed to sustained operational stress driven by rising patient demand, limited resources, and disruptive events such as epidemics and equipment failures. In such environments, hospital capacity cannot be reliably as…
europepmc
2026
置信度 0.80
-
Internal control over financial reporting (ICFR) is crucial for preventing financial scandals and economic losses. Its effectiveness relies on coordinated cooperation among all participating entities. To investigate the logic and mechanisms of behavioral inter…
pubmed
Zhai X, Kou C
2026
置信度 0.82
-
Supply Chain Finance (SCF) enhances financial liquidity, optimizes operational efficiency, and strengthens collaboration among supply chain stakeholders. Traditional SCF systems are vulnerable to economic risks, fraud, and a lack of transparency due to central…
europepmc
2026
置信度 0.80
-
This paper explores the design of distributed systems leveraging multi-agent collaboration, primarily through the application of reinforcement learning (RL). The core argument is that distributed systems can achieve enhanced efficiency and robustness by employ…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper explores the design of distributed systems leveraging multi-agent collaboration, primarily through the application of reinforcement learning (RL). The core argument is that distributed systems can achieve enhanced efficiency and robustness by employ…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
Living systems provide a good metaphor for the coordination of autonomous agents managing tasks according to their role in the system. The study of such systems from the point of view of General Systems Theory would benefit from computational experimentation. …
datacite
Borghoff, Uwe M., Bottoni, Paolo, Mussio, Piero, Pareschi, Remo
1996
置信度 0.66
-
Living systems provide a good metaphor for the coordination of autonomous agents managing tasks according to their role in the system. The study of such systems from the point of view of General Systems Theory would benefit from computational experimentation. …
datacite
Borghoff, Uwe M., Bottoni, Paolo, Mussio, Piero, Pareschi, Remo
1996
置信度 0.66
-
This paper explores the application of bio-inspired algorithms for distributed computing. The core claim is that leveraging the strengths of these algorithms can lead to efficient distributed computing solutions. The proposed mechanism utilizes multi-agent rei…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper explores the application of bio-inspired algorithms for distributed computing. The core claim is that leveraging the strengths of these algorithms can lead to efficient distributed computing solutions. The proposed mechanism utilizes multi-agent rei…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper presents a novel approach to multi-agent reinforcement learning (MARL) that leverages hierarchical temporal abstraction (HTA) and decentralized execution for enhanced coordination and learning efficiency. Traditional MARL methods often struggle with…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper presents a novel approach to multi-agent reinforcement learning (MARL) that leverages hierarchical temporal abstraction (HTA) and decentralized execution for enhanced coordination and learning efficiency. Traditional MARL methods often struggle with…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper presents a novel approach to robot team control leveraging the principles of multi-agent collaboration. The core idea is to design a system where a team of robots operates synergistically to achieve complex tasks. We employ reinforcement learning (R…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper presents a novel approach to robot team control leveraging the principles of multi-agent collaboration. The core idea is to design a system where a team of robots operates synergistically to achieve complex tasks. We employ reinforcement learning (R…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper presents a novel approach to complex network topology optimization utilizing multi-agent reinforcement learning (MARL). Traditional network topology optimization methods predominantly rely on mathematical models and simulations, often failing to cap…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper presents a novel approach to complex network topology optimization utilizing multi-agent reinforcement learning (MARL). Traditional network topology optimization methods predominantly rely on mathematical models and simulations, often failing to cap…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper investigates the application of multi-agent collaboration for the modeling and control of complex systems. Traditional methods often struggle with the inherent complexity, non-linearity, and dynamic nature of these systems. We propose a novel approa…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper investigates the application of multi-agent collaboration for the modeling and control of complex systems. Traditional methods often struggle with the inherent complexity, non-linearity, and dynamic nature of these systems. We propose a novel approa…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper investigates the application of Multi-Agent Reinforcement Learning (MARL) for modeling complex systems exhibiting intricate interactions. Traditional methods for complex system modeling often rely on abstract mathematical representations that strugg…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper investigates the application of Multi-Agent Reinforcement Learning (MARL) for modeling complex systems exhibiting intricate interactions. Traditional methods for complex system modeling often rely on abstract mathematical representations that strugg…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper presents a novel approach to optimizing the topology of self-organizing multi-agent systems (SOMAS) using topology optimization techniques. The core claim is that SOMAS can automatically learn and adapt their topology to improve overall system perfo…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper presents a novel approach to optimizing the topology of self-organizing multi-agent systems (SOMAS) using topology optimization techniques. The core claim is that SOMAS can automatically learn and adapt their topology to improve overall system perfo…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper investigates the application of Multi-Agent Reinforcement Learning (MARL) to the problem of resource allocation. Traditional resource allocation methods often struggle with complex scenarios involving multiple agents with varying priorities and cons…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper investigates the application of Multi-Agent Reinforcement Learning (MARL) to the problem of resource allocation. Traditional resource allocation methods often struggle with complex scenarios involving multiple agents with varying priorities and cons…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper introduces the Crimson-Headed Parrot Inspired Metaheuristic Optimization Algorithm (CHP-MHOA), a novel metaheuristic algorithm designed to address complex optimization problems. The algorithm's core inspiration stems from the foraging behavior and s…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper introduces the Crimson-Headed Parrot Inspired Metaheuristic Optimization Algorithm (CHP-MHOA), a novel metaheuristic algorithm designed to address complex optimization problems. The algorithm's core inspiration stems from the foraging behavior and s…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper proposes a novel approach to software verification by framing it as a multi-agent game theory problem. The core idea is that software verification can be viewed as a competitive scenario where different verification agents (agents) strategize to ide…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper proposes a novel approach to software verification by framing it as a multi-agent game theory problem. The core idea is that software verification can be viewed as a competitive scenario where different verification agents (agents) strategize to ide…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper presents a novel approach to distributed resource scheduling utilizing the principles of multi-agent game theory. The core idea is to model each resource node as an intelligent agent, enabling dynamic and efficient resource allocation through a comp…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
This paper presents a novel approach to distributed resource scheduling utilizing the principles of multi-agent game theory. The core idea is to model each resource node as an intelligent agent, enabling dynamic and efficient resource allocation through a comp…
datacite
Zhang, Jincheng
2026
置信度 0.66
-
Woman in the Dunes is a harrowing and multi-layered sociological allegory of social structures, power, and the hidden determinisms that modern life imposes upon us. The sand pit must be seen as a precise metaphor for a closed "social system" – a system in whic…
datacite
chahardoli, mohammad Amin
2026
置信度 0.66
-
Woman in the Dunes is a harrowing and multi-layered sociological allegory of social structures, power, and the hidden determinisms that modern life imposes upon us. The sand pit must be seen as a precise metaphor for a closed "social system" – a system in whic…
datacite
chahardoli, mohammad Amin
2026
置信度 0.66