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智能科学与技术学报, 2022 群体行为往往能产生远超个体行为的价值和复杂度。为了在个体智能的基础上更有效地衍生出群体智能，需要基于群体熵来科学地衡量群体智能水平，并以群体熵为引导目标，推动群体智能的增强和演进。针对这个重要的科学问题，以无人小车群体为研究对象，提出基于参数共享和群体策略熵的多智能体soft Q learning算法，通过共享智能体的观测信息，并结合最大熵强化学习方法，实现探索型任务中群体策略的持续学习更新。同时，通过将群体熵定义为度量工具，刻画群体学习中熵变化模式，实现对群智汇聚过程的定量分析。
冯埔 +4 more
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China's Eco‐Civilisation, Climate Leviathan, and Hobbesian Energy Transition
Antipode, Volume 57, Issue 3, Page 830-861, May 2025.Abstract Scholars have hitherto tended to theorise China's ecological civilisation project either as a form of environmental authoritarianism or as a vision of eco‐socialism. This paper contributes to the conversation by conducting a textual analysis of Chinese scholarly discussions on eco‐civilisation.
David Chen
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Infant Mental Health Journal: Infancy and Early Childhood, Volume 46, Issue 2, Page 133-147, March 2025.Abstract Differences in mind‐mindedness and parental reflective functioning (PRF) were investigated in mothers and their 6‐month‐old infants from South Korea (N = 66, 32 girls) and the United Kingdom (N = 63, 26 girls). Mind‐mindedness was assessed in terms of appropriate and non‐attuned mind‐related comments during infant–mother interaction; PRF was ...
Yujin Lee +2 more
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智能科学与技术学报, 2021 如何将智能科技与医疗健康结合，在传统医学和现代医学的基础上创建更加高效的智慧医学，是一项意义重大的历史性任务。针对医学的科学性、人文性和社会性等复杂问题，集复杂性医学、跨学科医学和系统智能医学多个角度于一体，利用人工社会建模、计算实验分析、平行执行管控，提出平行医学的基本概念、框架和流程，力图建立将医学研究的小数据演化生成医学大数据，再凝练、验证形成医学深智能的医学数据智能生成过程。
王飞跃
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智能科学与技术学报, 2022 群体智能是在互联网高速普及下诞生的人工智能新范式。然而，数据孤岛与数据隐私保护问题导致群体间数据共享困难，群体智能应用难以构建。联邦学习是一类新兴的打破数据孤岛、联合构建群智模型的重要方法。首先，介绍了联邦学习的基础概念以及其与群体智能的关系；其次，基于群体智能视角对联邦学习算法框架进行了分类，从隐私、精度与效率3个角度讨论了联邦学习算法优化技术；而后，阐述了基于线性模型、树模型与神经网络模型的联邦学习算法模型；最后，介绍了联邦学习代表性开源平台与典型应用，并对联邦学习研究进行总结展望。
杨强 +7 more
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Uncovering Xi Jinping's Policy Agenda: Text As Data Approach
The Developing Economies, Volume 63, Issue 1, Page 9-46, March 2025.How many agendas has Xi Jinping put forth and promoted since taking office in 2012, and what are the types of agendas? How much of political attention has each agenda received, and how has the allocation of attention changed over time? We utilize a dataset of presidential statements, speeches, and reports from 2012 to 2022 and employed automated text ...
Jaehwan Lim, Asei Ito, Hongyong Zhang
wiley +1 more source
Policy &Internet, Volume 16, Issue 4, Page 711-726, December 2024.Abstract In the digital sovereignty debate, countries and blocks seek to build technological and regulatory capacity to ascertain technological autonomy—definitions notwithstanding. Meanwhile, these actors seek to position themselves discursively, differentiating their own understanding of digital sovereignty from that of competing powers.
Riccardo Nanni +2 more
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Methods in Ecology and Evolution, Volume 15, Issue 10, Page 1757-1763, October 2024.Abstract Large language models (LLMs) are a type of artificial intelligence (AI) that can perform various natural language processing tasks. The adoption of LLMs has become increasingly prominent in scientific writing and analyses because of the availability of free applications such as ChatGPT. This increased use of LLMs not only raises concerns about
Natalie Cooper +4 more
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智能科学与技术学报, 2019 概述了平行交通系统的概念、框架、方法与应用。平行交通系统能够针对具体任务和特定场景构建对应的软件定义的人工交通系统，在此基础上，利用计算实验方法进行实验、分析、评估、预测、学习与优化，并借助平行执行实现对实际交通系统的管理与控制，实现虚实互动的平行智能。平行交通管理与控制是ACP理论的拓展应用，主要强调虚实互动的平行智能产生方式在城市交通管理与控制中的应用，以提高城市交通管理与控制的智能化水平。
吕宜生 +5 more
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