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基于强化学习的数据驱动多智能体系统最优一致性综述

open access: yes智能科学与技术学报, 2020
多智能体系统因其在工程、社会科学和自然科学等多学科领域具有潜在、广泛的应用性,在过去的 20 年里引起了研究者的广泛关注。实现多智能体系统的一致性通常需要求解相关矩阵方程离线设计控制协议,这要求系统模型精确已知。然而,实际上多智能体系统具有大规模尺度、非线性耦合性特征,并且环境动态变化,使得系统精确建模非常困难,这给模型依赖的多智能体一致性控制协议设计带来了挑战。强化学习技术因其可以利用沿系统轨迹的测量数据实时学习控制问题的最优解,被广泛用于解决复杂系统最优控制和决策问题。综述了利用强化学习技术 ...
李金娜, 程薇燃
doaj   +1 more source

Cyber attacks and privacy protection distributed consensus algorithm for multi-agent systems [PDF]

open access: yes, 2023
To solve the consensus problem of multi-agent systems in the environment of cyber attacks and information eavesdropping, an average consensus algorithm that can effectively resist network denial of service (DoS) attacks and protect nodes’ state privacy ...
Baojun ZHANG   +4 more
core   +1 more source

Looking through a policy window with tinted glasses: Setting the agenda for U.S. AI policy

open access: yesReview of Policy Research, Volume 40, Issue 5, Page 729-756, September 2023., 2023
Abstract The policy agenda is currently being established for artificial intelligence (AI), a domain marked by complex and sweeping implications for economic transformation tempered by concerns about social and ethical risks. This article reviews the United States national AI policy strategy through extensive qualitative and quantitative content ...
Daniel S. Schiff
wiley   +1 more source

Continuous on‐board behaviour classification using accelerometry: A case study with a new GPS‐3G‐Bluetooth system in Pacific black ducks

open access: yesMethods in Ecology and Evolution, Volume 13, Issue 7, Page 1429-1435, July 2022., 2022
Abstract Over the past two decades, accelerometer (ACC) data have been increasingly used to study animal behaviours and energetics. However, the large amount of raw ACC data can be a burden to device storage and power consumption and in many cases may also require device retrieval for data collection.
Hui Yu   +4 more
wiley   +1 more source

Communication topology reconstruction method for multi-agent cooperative control in polymorphic networks [PDF]

open access: yes, 2022
As the task objectives and working environment become more and more complex and changeable, considering the limitations of the cooperative control of a single multi-agent system under the unilateralism communication network, a communication topology ...
Dan LI   +5 more
core   +1 more source

Importance of health assessments for conservation in noncaptive wildlife

open access: yesConservation Biology, Volume 36, Issue 1, February 2022., 2022
Abstract Wildlife health assessments help identify populations at risk of starvation, disease, and decline from anthropogenic impacts on natural habitats. We conducted an overview of available health assessment studies in noncaptive vertebrates and devised a framework to strategically integrate health assessments in population monitoring.
Sara Kophamel   +8 more
wiley   +1 more source

Various mentalizing concepts in mothers with postpartum depression, comorbid anxiety, and personality disorders

open access: yesInfant Mental Health Journal: Infancy and Early Childhood, Volume 42, Issue 4, Page 488-501, July/August 2021., 2021
ABSTRACT Background Mentalization is defined as the human capacity to reflect upon one's own or others’ behaviors in terms of underlying mental states and intentions. Several concepts of mentalizing exist, which differ in content, assessment, and clinical prediction.
Krink Stephanie, Ramsauer Brigitte
wiley   +1 more source

Supply Chain Information Collaborative Simulation Model Integrating Multi-Agent and System Dynamics [PDF]

open access: yes, 2022
Supply chain collaboration management is a systematic, integrated and agile advanced management mode, which helps to improve the competitiveness of enterprises and the entire supply chain.
Ding, Yingzi   +3 more
core   +2 more sources

MMC celebrating 6 years of experience and expansion 庆祝MMC六年的经验和壮大

open access: yes, 2022
Journal of Diabetes, Volume 14, Issue 5, Page 356-357, May 2022.
Itamar Raz
wiley   +1 more source

能源互联网价值创造、业态创新与发展战略 [PDF]

open access: yes全球能源互联网, 2022
能源互联网的建设不仅需要技术手段的支撑,更需要以价值为驱动激活各方主体参与,打造互惠共赢的能源生态圈。为此,从能源、信息和制度经济学的视角出发,深入分析能源互联网的价值创造机理、业态创新范式和发展战略选择。首先,剖析了能源互联网的价值创造机理,其本质是以多能融合突破孤立系统的边界,从而显著扩大资源优化配置的空间;通过信息技术使得能源系统更加有序,进而促进能源系统的“熵减”;通过能源互联网平台释放范围经济的巨大红利。其次,设计了基于共享经济机制、降低交易成本、激励共享共赢的能源互联网价值分配机制 ...
唐跃中   +6 more
doaj   +1 more source

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