Active participation in the policy networks by Dianne Dredge

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The policy network for effectiveness in corporate social responsibility by Ine Mariane

“…Research objectives to analyze the effectiveness of policy networks, strategies to face CSR problems in the city of Bandung. …”
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A Multi-Robot Collaborative Exploration Method Based on Deep Reinforcement Learning and Knowledge Distillation by Rui Wang, Ming Lyu, Jie Zhang

“…In addition, we transform the obtained policy network into distributed networks that can be adapted to communication-constrained scenarios using knowledge distillation. …”
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Rescuing policy in tourism network research by Dianne Dredge

“…Rather than arguing for increased interest in tourism policy network research as a separate subfield, the paper argues for deeper theoretical engagement with the policy dimensions in tourism network research. …”
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Heterogeneous computing network resource management based on virtual network embedding by YU Jinghang, ZHAO Yichen, WANG Ling, CHEN Xin, ZOU Haodong

“…Based on network virtualization (NV) technology, a heterogeneous cross-domain computing resource allocation method based on virtual network embedding (VNE) was proposed. Specifically, a policy network based on a deep reinforcement learning (DRL) model was constructed to accurately calculate candidate computing nodes and links for optimal resource allocation. …”
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Policy analysis in sport: a review of mainstream meso-level frameworks and developing more sustainable policy for grassroots sport by Charles Mountifield

“…A narrative literature review provides an overview of prevalent approaches, namely Institutional Analysis, the Multiple Streams Framework, Policy Network Theory, and the Advocacy Coalition Framework. …”
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Adversarial imitation learning with deep attention network for swarm systems by Yapei Wu, Tao Wang, Tong Liu, Zhicheng Zheng, Demin Xu, Xingguang Peng

“…The approach leverages an adversarial imitation learning framework, with a deep attention network serving as the individual policy network. Our method successfully imitates three distinct collective behaviors. …”
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LazyAct: Lazy actor with dynamic state skip based on constrained MDP. by Hongjie Zhang, Zhenyu Chen, Hourui Deng, Chaosheng Feng

“…Finally, we utilize pre-training and fine-tuning techniques to train the policy network. Extensive experimental results indicate that LazyAct reduces the number of inferences by approximately 80% and 40% in single-agent and multi-agents scenarios, respectively, while sustaining comparable policy performance. …”
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Finding a New Balance Point: Intelligent Optimization of Multi-Target Cognitive Electronic Reconnaissance Strategy for Unmanned Aerial Vehicles by Yun Zhang, Shixun You, Yunbin Yan, Qiaofeng Ou, Xiang Zhu

“…Finally, a deep reinforcement learning framework based on partially observable Markov processes is built, while a modular scenario pre-training method is used to improve the convergence of the policy network in the case of sparsely distributed high-quality samples. …”
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Deep Reinforcement Learning Algorithm with Long Short-Term Memory Network for Optimizing Unmanned Aerial Vehicle Information Transmission by Yufei He, Ruiqi Hu, Kewei Liang, Yonghong Liu, Zhiyuan Zhou

“…Our approach accounts for the specific flight constraints of fixed-wing UAVs and employs a continuous policy network to facilitate real-time flight path planning. …”
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Professional Network Community for Training Youth Workers: Conceptual Framework and Prerequisites for the Creation by E. M. Kharlanova, E. V. Shirokova, O. V. Besschetnova, A. B. Fedulova

“…The article reveals the main aspects of the integrated network community for training professionals working with youth in the field of educational and youth social policy. Network community can be viewed as an important resource for the development of both the participants themselves and the specific professional sphere. …”
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Knowledge Distillation-Enhanced Behavior Transformer for Decision-Making of Autonomous Driving by Rui Zhao, Yuze Fan, Yun Li, Dong Zhang, Fei Gao, Zhenhai Gao, Zhengcai Yang

“…On one hand, RL’s policy networks often lack sufficient reasoning ability to make optimal decisions in highly complex and stochastic environments. …”
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Echoes of Strain: A Two-Year Longitudinal Study on the Impact of China’s Zero-COVID Policy on College Students’ Insomnia and Depressive Symptoms by Wang S, Zou X, Tang Q, Zhang L, Liu X, Liu G, Tao Y

“…There is a pressing need for a more comprehensive evaluation of the implementation of restrictive public policies, taking into account their potential long-term consequences.Keywords: insomnia, depression, dynamic zero-COVID policy, network analysis…”
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The Impact of Ecoregional Mobilization on Mountain Policies in the Swiss Alps and California’s Sierra Nevada by Jörg Balsiger

“…Expanding and specifying arguments found in the policy networks literature, it argues that changes in the nature of dynamics of ‘organizational landscapes’ (the assemblage of state and non-state actors sharing a common concern for a policy issue or set of issues) precipitate transformations in ‘policy architectures (the structure and substantive orientation of public policy goals and instruments). …”
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L’impact de la mobilisation écorégionale sur les politiques en matière de montagne dans les Alpes suisses et la Sierra Nevada en Californie by Jörg Balsiger

“…Expanding and specifying arguments found in the policy networks literature, it argues that changes in the nature of dynamics of ‘organizational landscapes’ (the assemblage of state and non-state actors sharing a common concern for a policy issue or set of issues) precipitate transformations in ‘policy architectures (the structure and substantive orientation of public policy goals and instruments). …”
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Provincial diffusion, national acceptance: the transfer of conservation easement policy in Canada by Forrest Hisey

“…I found a lack of formal subnational policy networks and an increased role of subnational policy innovators unlike previous studies, while the substantial U.S. influence align with older policy cases. …”
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La gobernanza regional compleja del comercio electrónico latinoamericano: una perspectiva comparada de la Alianza del Pacífico, la Comunidad Andina y el Mercosur by Julissa Castro-Silva

“…Conclusions: The analysis shows that, within systems characterized by growing institutional density and diversity—such as the Latin American e-commerce environment—regional cooperation can be facilitated when regional trade agreements are embedded in a broader trade regime, where there is a clear sequencing among different agreements, and when orchestrators and policy networks are present. In contrast, their absence leads to ineffective agreement implementation and increased regional fragmentation. …”
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Atraumatic Restorative Treatment (ART) in the Oral Health Care Network of São Paulo-SP (ARTSUS-SP): Development of an Evidence-Informed Public Health Strategy by Fábio Carneiro Martins, Mariana Gabriel, Antônio Carlos Frias, Daniela Prócida Raggio, Doralice Severo da Cruz Teixeira, Ana Estela Haddad, Fernanda Campos de Almeida Carrer

“…Results: As for institutions, governmental structures, policy networks, the oral health care network implemented at the municipality level were considered fundamental aspects that enabled the development of the strategies. …”
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