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Value Iteration-Based Distributed Adaptive Dynamic Programming for Multi-Player Differential Game With Incomplete Information
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作者 Yun Zhang Yuqi Wang Yunze Cai 《IEEE/CAA Journal of Automatica Sinica》 2025年第2期436-447,共12页
In this paper,a distributed adaptive dynamic programming(ADP)framework based on value iteration is proposed for multi-player differential games.In the game setting,players have no access to the information of others&#... In this paper,a distributed adaptive dynamic programming(ADP)framework based on value iteration is proposed for multi-player differential games.In the game setting,players have no access to the information of others'system parameters or control laws.Each player adopts an on-policy value iteration algorithm as the basic learning framework.To deal with the incomplete information structure,players collect a period of system trajectory data to compensate for the lack of information.The policy updating step is implemented by a nonlinear optimization problem aiming to search for the proximal admissible policy.Theoretical analysis shows that by adopting proximal policy searching rules,the approximated policies can converge to a neighborhood of equilibrium policies.The efficacy of our method is illustrated by three examples,which also demonstrate that the proposed method can accelerate the learning process compared with the centralized learning framework. 展开更多
关键词 Distributed adaptive dynamic programming incomplete information multi-player differential game(MPDG) value iteration
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TOP 10 NEWS STORIES ON 2025 LANCANG-MEKONG COOPERATION
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《China Report ASEAN》 2026年第3期38-43,共6页
The year 2025 marked the 80th anniversary of the victory in the World Anti-Fascist War as well as the 10th anniversary of the Lancang-Mekong Cooperation (LMC) mechanism.Over the past decade, the six LMC countries have... The year 2025 marked the 80th anniversary of the victory in the World Anti-Fascist War as well as the 10th anniversary of the Lancang-Mekong Cooperation (LMC) mechanism.Over the past decade, the six LMC countries have maintained good-neighborly friendship, focused on development-oriented and pragmatic cooperation, and promoted inclusive, peoplecentered outcomes. 展开更多
关键词 Inclusive cooperation Development Oriented cooperation Lancang Mekong cooperation Good Neighborly Friendship Anniversary cooperation Mechanism Six LMC Countries World Anti Fascist War
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Deals on the Rise CAFTA 3.0 ushers in new breakthroughs in China-ASEAN trade,digital and green cooperation,and regional resilience
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作者 Liu Jiaqi 《China Report ASEAN》 2026年第2期18-21,共4页
On October 28,2025,China and ASEAN signed the China-ASEAN Free Trade Area(CAFTA)3.0 Upgrade Protocol in Kuala Lumpur,Malaysia,in the presence of Chinese Premier Li Qiang,Malaysian Prime Minister Anwar Ibrahim,and lead... On October 28,2025,China and ASEAN signed the China-ASEAN Free Trade Area(CAFTA)3.0 Upgrade Protocol in Kuala Lumpur,Malaysia,in the presence of Chinese Premier Li Qiang,Malaysian Prime Minister Anwar Ibrahim,and leaders of other ASEAN member states.A close look at the protocol shows that the upgraded agreement marks substantive advances on several fronts. 展开更多
关键词 digital cooperation ASEAN China TRADE CAFTA regional resilience green cooperation
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The Green Pillar CAFTA 3.0 opens a new chapter for China-ASEAN cooperation
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作者 Jhane Cago 《China Report ASEAN》 2026年第2期30-31,共2页
China and Southeast Asia are entering a new phase of economic cooperation with the China-ASEAN Free Trade Area(CAFTA)3.0 Upgrade Protocol,in which the green economy has emerged as a central pillar of regional integrat... China and Southeast Asia are entering a new phase of economic cooperation with the China-ASEAN Free Trade Area(CAFTA)3.0 Upgrade Protocol,in which the green economy has emerged as a central pillar of regional integration.Negotiations were substantially concluded in October 2024,but the protocol wasn’t officially signed until October 28,2025,in Kuala Lumpur.The agreement moves beyond traditional tariff reductions to expand cooperation into nine major areas and introduces five new pillars:the digital economy,green economy,supply chain connectivity,competition and consumer protection,and support for micro,small,and medium-sized enterprises(MSMEs). 展开更多
关键词 Economic cooperation digital economygr expand cooperation ASEAN China tariff reductions green economy CAFTA
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C-RAN Advanced:From a Network Cooperation Perspective
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作者 Wang Xiaoyun Zhang Yutong +6 位作者 Wang Sen Sun Qi Wang Hanning Wang Qixing Jin Jing He Jiwei Li Nan 《China Communications》 2026年第2期195-210,共16页
Future mobile networks in the sixth generation(6G)are poised for a paradigm shift from conventional communication services toward comprehensive information services,driving the evolution of radio access network(RAN)ar... Future mobile networks in the sixth generation(6G)are poised for a paradigm shift from conventional communication services toward comprehensive information services,driving the evolution of radio access network(RAN)architectures toward enhanced cooperation,intelligence,and service orientation.Building upon the concept of centralized,collaborative,cloud,and clean RAN(C-RAN),this article proposes a novel cooperative,intelligent,and service-based RAN(CIS-RAN)architecture.Focusing on cooperation,CIS-RAN extends the traditional cooperative communication paradigm by further integrating cooperative sensing and cooperative artificial intelligence(AI).To improve both performance and effectiveness across diverse application scenarios,CIS-RAN enhances network cooperation throughout the entire process of acquisition,transmission,and processing,thereby enabling efficient information acquisition,diverse cooperative interactions,and intelligent fusion decision-making.Key technologies are discussed,with network cooperative multiple-input multiple-output(MIMO)examined as a case study,demonstrating superior performance over traditional architectures,as demonstrated by numerical results.Future research directions are outlined,emphasizing the continued exploration and advancement of the CIS-RAN architecture,particularly in enhancing network cooperation. 展开更多
关键词 CIS-RAN network cooperation RAN architecture 6G
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TOP 10 NEWS STORIES ON CHINA-ASEAN COOPERATION IN 2025
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《China Report ASEAN》 2026年第2期34-38,共5页
President Xi Jinping Chooses Southeast Asia for First Overseas Visit of 2025 From April 14 to 18,2025,Chinese President Xi Jinping conducted state visits to Vietnam,Malaysia,and Cambodia.China and Vietnam are socialis... President Xi Jinping Chooses Southeast Asia for First Overseas Visit of 2025 From April 14 to 18,2025,Chinese President Xi Jinping conducted state visits to Vietnam,Malaysia,and Cambodia.China and Vietnam are socialist neighbors linked by mountains and rivers,and the China-Vietnam community with a shared future carries strategic significance. 展开更多
关键词 Cambodia cooperation MALAYSIA ASEAN China VIETNAM southeast asia state visits
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Fuelling a Green Leap The Two Sessions reinforce sustainable development,which will strengthen China-Africa climate cooperation
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作者 GEORGE MUSIIME 《ChinAfrica》 2026年第4期22-23,共2页
Each spring,China’s largest political gathering,the Two Sessions,brings together the National People’s Congress and the National Committee of the Chinese People’s Political Consultative Conference to set the nation... Each spring,China’s largest political gathering,the Two Sessions,brings together the National People’s Congress and the National Committee of the Chinese People’s Political Consultative Conference to set the nation’s broad policy direction for the year. 展开更多
关键词 sustainable development China Africa climate cooperation green leap Two Sessions
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Research on the Pathways of China–Africa Educational Cooperation in Promoting Africa's Modernization Development in the New Era
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作者 Chen Jie Liu Liyun 《Contemporary Social Sciences》 2026年第1期1-17,共17页
Educational cooperation,as the cornerstone and vanguard of people-to-people exchanges and practical cooperation between China and Africa,holds irreplaceable strategic significance for enhancing the quality of Africa&#... Educational cooperation,as the cornerstone and vanguard of people-to-people exchanges and practical cooperation between China and Africa,holds irreplaceable strategic significance for enhancing the quality of Africa's human capital and accelerating its structural transformation and modernization process.This paper employs“demand–supply–adaptation”as its core analytical framework and aims to systematically explore how the educational cooperation between China and Africa can serve Africa's goal of modernization more precisely and effectively.First,through reviewing and analyzing the domestic and international research literature,this paper clarifies the focus,paradigms,and shortcomings of existing research,identifying the knowledge contribution of this study.Second,utilizing detailed macro-level data,case studies,and comparative research methods,it comprehensively presents the multidimensional status,structural characteristics,and development trends of China–Africa educational cooperation in areas such as student exchanges,cooperative education,vocational and technical training,language and cultural exchange,and emerging digital education.This paper also deeply analyzes the pressing and specific demands placed on the education system by Africa's modernization development across key dimensions like economic diversification,industrialization,agricultural modernization,social governance upgrading,and digital transformation.Third,based on the cooperative principle of“Africa's needs and China's strengths,”this paper innovatively proposes systematic countermeasures and suggestions for constructing new,multi-level,high-quality,sustainable,and future-oriented pathways for China–Africa educational cooperation:(a)promoting the strategic focus of cooperation to extend from“hard infrastructure”support to empowering“soft infrastructure”;(b)deepening the integration of industry and education and school–enterprise collaboration to precisely align with Africa's industrial development needs;vigorously developing digital education and jointly building a smart education ecosystem to help Africa bridge the digital divide;(c)improving an evidence-based,third-party evaluation system for cooperative effectiveness and a full-process quality assurance system;and(d)promoting the collaborative participation of multiple actors including governments,schools,enterprises,think tanks,and social organizations to build a new cooperative pattern of coconstruction,co-governance,and shared benefits. 展开更多
关键词 China-Africa relations educational cooperation Africa’s modernization pathway research
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Application and Practice of RPA Technology in FinTech Field-University-enterprise Cooperation Course Construction for Software Engineering Characteristic Talents Cultivation
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作者 Yixian Liu Jun Guo +2 位作者 Hongjuan Liu Dongming Chen Zhiliang Zhu 《计算机教育》 2026年第3期109-118,共10页
In response to the Ministry of Education’s requirements for building distinctive model software schools,Software College of Northeastern University and Shenzhen Kingdom Technology Co.,Ltd.jointly developed the specia... In response to the Ministry of Education’s requirements for building distinctive model software schools,Software College of Northeastern University and Shenzhen Kingdom Technology Co.,Ltd.jointly developed the specialized course“Application and Practice of RPA Technology in FinTech”.Addressing pain points in financial digital transformation,the course integrates robotic process automation(RPA)principles,financial domain knowledge,and RPA platform practice into a“technology-scenario-capability”trinity teaching system.Through 64 credit hours of integrated theory and practice,it covers RPA fundamentals,financial applications,RPA operations(including core skills like Web/desktop automation),and AI integration,cultivating students’ability to design and implement automated financial workflows.It innovatively features a RPA simulation platform,30+financial case studies,and modular task resources,creating a“teacher-machine-student”interactive model.Practice demonstrates the course effectively enhances students’integration of technical application and business acumen,providing a scalable paradigm for cultivating interdisciplinary FinTech talent. 展开更多
关键词 RPA technology FinTech field Characteristic talents cultivation University-enterprise cooperation Course construction
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Wiring a Wider Region The ASEAN Power Grid is shifting from bilateral links to a multilateral network,advancing regional cooperation and green energy integration
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作者 Guo Zixuan Xing Yunfei Qin Yun 《China Report ASEAN》 2026年第2期48-49,共2页
In December 2025,the ASEAN Centre for Energy(ACE)convened the third ASEAN Power Grid Partnership Meeting,bringing partners together for consultations on key issues.After more than two decades of planning and explorati... In December 2025,the ASEAN Centre for Energy(ACE)convened the third ASEAN Power Grid Partnership Meeting,bringing partners together for consultations on key issues.After more than two decades of planning and exploration,the ASEAN Power Grid is now entering a new phase—shifting from predominantly bilateral,one-way connections toward a multilateral,multidirectional network. 展开更多
关键词 multilateral network green energy integration ASEAN power grid regional cooperation
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Smart Global Poverty Reduction Cooperation
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作者 LU JIAJUN 《China Today》 2026年第1期39-41,共3页
Experts and officials shared their insights on poverty reduction cooperation and sustainable development during the 2025 International Seminar on Global Poverty Reduction Partnerships.
关键词 sustainable development international seminar OFFICIALS global poverty reduction cooperation experts poverty reduction
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Faster and Closer The“juxtaposed border control”arrangements for the CLR have created a new paradigm for international cooperation on border management
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作者 Huang Jiangqin 《China Report ASEAN》 2026年第1期30-33,共4页
The China-Laos Railway(CLR),connecting two nations,has created a new paradigm for international cooperation on border management.On September 4,2025,China and Laos signed an intergovernmental agreement on"juxtapo... The China-Laos Railway(CLR),connecting two nations,has created a new paradigm for international cooperation on border management.On September 4,2025,China and Laos signed an intergovernmental agreement on"juxtaposed border control"arrangements for the CLR,the first such agreement between China and a neighboring country. 展开更多
关键词 border management border controlarrangements China Laos Railway international cooperation juxtaposed border control
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The evolution of China's green technology innovation cooperation network and the effect of carbon emission reduction
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作者 Sufan Gao Brian Fath +3 位作者 Feiyan Liang Saige Wang Zhiming Yang Xiuqian Chen 《Ecological Frontiers》 2026年第1期351-367,共17页
This study analyzes the evolution of China's green technology innovation cooperation network from 2011 to 2020,utilizing green patent application data.Employing a Spatial Durbin Model(SDM),we scrutinized the netwo... This study analyzes the evolution of China's green technology innovation cooperation network from 2011 to 2020,utilizing green patent application data.Employing a Spatial Durbin Model(SDM),we scrutinized the network's influence on urban carbon emissions,utilizing panel data encompassing 323 city nodes.Results show network expansion and a shift in central nodes from eastern coastal areas to interior cities,with Beijing,Shenzhen,Nanjing,and Shanghai consistently acting as key innovation hubs.A core-periphery structure emerged,clustering cities into high-and low-cooperation clusters.Core cities,particularly Beijing,which gain informational advantages by bridging non-overlapping nodes and exhibit distinct characteristics in terms of the structural hole indexes,reflecting their multifaceted roles within the network.SDM analysis indicates that the green technology innovation cooperation network has a significant positive impact on urban carbon reduction efforts.Specifically,degree centrality,closeness centrality,effective size,efficiency,and hierarchy of node cities exhibit a negative correlation with carbon emissions,suggesting that higher centrality and efficiency within the network correlate with lower emissions.Conversely,betweenness centrality and constraint have a positive impact on emissions,indicating that cities that act as bridges in the network may paradoxically contribute to higher emissions.Moreover,the network's influence on carbon emissions is nuanced across different green technology sectors.Cooperation in areas such as waste management,alternative energy production,energy conservation,agriculture and forestry,and transportation is found to have a more substantial impact on carbon reduction than cooperation in nuclear power,and administrative,regulatory,and design fields. 展开更多
关键词 Green technology innovation cooperation network Carbon emissions Social network analysis Spatial Durbin model
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Exploration and Practice of School-Enterprise Cooperation Model of Software Engineering Majors from Multi-Perspectives
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作者 Linpeng Zhong Yong Liao 《计算机教育》 2026年第3期38-46,共9页
Promoting the integration of industry and education and deepening school-enterprise cooperation in talent cultivation and collaborative innovation are long-term goals of higher education.This paper systematically anal... Promoting the integration of industry and education and deepening school-enterprise cooperation in talent cultivation and collaborative innovation are long-term goals of higher education.This paper systematically analyzes the multiple perspectives,practical challenges,and implementation paths of in-depth school-enterprise cooperation.Based on the typical case of school-enterprise cooperation at the School of Information and Software Engineering,University of Electronic Science and Technology of China(UESTC),this paper explores the innovative practices of in-depth school-enterprise cooperation in talent cultivation,scientific research,and faculty construction.It also explores a multi-party collaborative mechanism from the perspectives of universities,enterprises,students,and the government.By policy guidance,resource integration,and benefit sharing,this mechanism achieves in-depth integration of industry and education,providing references and examples for further development of school-enterprise cooperation in the new era. 展开更多
关键词 Software engineering School-enterprise cooperation Integration of industry and education Collaborative talent cultivation Multi-perspective analysis
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RIDING THE TIDES TOGETHER Top 10 News Stories on 2025 Lancang-Mekong Cooperation released in Luang Prabang
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作者 Huang Jiangqin 《China Report ASEAN》 2026年第3期44-45,共2页
The list of Top 10News Stories on2025 LancangMekong Cooperation was officially released on February 4 in Luang Prabang, Laos, highlighting key achievements and milestones of cooperation among the six Lancang-Mekong co... The list of Top 10News Stories on2025 LancangMekong Cooperation was officially released on February 4 in Luang Prabang, Laos, highlighting key achievements and milestones of cooperation among the six Lancang-Mekong countries over the past year. 展开更多
关键词 MILESTONES Lancang Mekong cooperation Achievements Luang Prabang Top News Stories Six Lancang Mekong Countries Laos
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Cooperation in an Uncertain World:Why the Hungarian-Chinese Relationship Matters
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作者 LAJOS OLÁH 《China Today》 2026年第4期20-21,共2页
In an age of global challenges,there are numerous issues whose solutions require closer international cooperation.THE world is passing through another era of profound uncertainty.Many had assumed that the age of globa... In an age of global challenges,there are numerous issues whose solutions require closer international cooperation.THE world is passing through another era of profound uncertainty.Many had assumed that the age of global crises,wars,and geopolitical tensions was behind us,and that humanity had moved beyond a time when armed conflicts in some parts of the world could dictate the rhythms of daily life.The events of recent years,however,have made it clear that history,in the sense of hegemonism and largescale confrontation,has not been consigned to the past. 展开更多
关键词 global crises wars global challenges international cooperation uncertain world geopolitical tensions Hungarian Chinese relationship armed conflicts
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Genuinely Intelligent Ties China and Thailand are leveraging AI to transform bilateral cooperation from efficiency-driven coordination into systemic, sustainable co-development with regional impact
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作者 Ou Weiyong Chen Bingbing 《China Report ASEAN》 2026年第3期58-62,共5页
In recent years, the digital economy has become a key driver of deepening China-Thailand cooperation. As trade and industrial digitalization advance, artificial intelligence (AI), an essential force in the new wave of... In recent years, the digital economy has become a key driver of deepening China-Thailand cooperation. As trade and industrial digitalization advance, artificial intelligence (AI), an essential force in the new wave of technological revolution, is increasingly embedded in the bilateral agenda, steering collaboration beyond efficiencydriven “digital coordination” toward more structured and systemic“intelligent co-development.”Building on five decades of mutual trust since the establishment of diplomatic ties, this cooperation not only addresses the practical needs of industrial upgrading and governance transformation but offers a valuable reference for ASEAN countries exploring replicable pathways in the era of digital transformation. 展开更多
关键词 intelligent co development AI digital economy technological revolution bilateral cooperation trade digitalization artificial intelligence industrial upgrading
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Pillars of Progress China and Laos are expanding cooperation across multiple sectors,building a resilient partnership for shared prosperity
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作者 Li Xiaolin 《China Report ASEAN》 2026年第1期26-29,共4页
The year 2026 marks the 65th anniversary of diplomatic ties between China and Laos.During their meeting in Beijing in September 2025,Chinese President Xi Jinping and Lao President Thongloun Sisoulith stressed a need t... The year 2026 marks the 65th anniversary of diplomatic ties between China and Laos.During their meeting in Beijing in September 2025,Chinese President Xi Jinping and Lao President Thongloun Sisoulith stressed a need to advance the construction of the China Laos Economic Corridor and deliver more substantive results across all areas of cooperation. 展开更多
关键词 economic corridor cooperation anniversary deliver more substantive results China China laos economic corridor shared prosperity diplomatic ties
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Hannover Messe:CEEC Intelligent Manufacturing and Chinese Enterprise Cooperation
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作者 Yuan Yuan 《China's Foreign Trade》 2026年第1期58-61,共4页
First held in 1947,Hannover Messe is among the worlde's most influential industrial technology exhibitions.The 2025 fair,themed"Empowering Sustainable Development of Industry",will focus on AI and energy... First held in 1947,Hannover Messe is among the worlde's most influential industrial technology exhibitions.The 2025 fair,themed"Empowering Sustainable Development of Industry",will focus on AI and energy transition,highlighting the role of technological innovation in sustainable industrial development. 展开更多
关键词 sustainable development energy transitionhighlighting intelligent manufacturing technological innovation Chinese enterprise cooperation AI sustainable industrial development empowering sustainable development
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