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Optimal synchronization control for multi-agent systems with input saturation: a nonzero-sum game Research Article

Hongyang LI, Qinglai WEI

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 7,   Pages 1010-1019 doi: 10.1631/FITEE.2200010

Abstract: This paper presents a novel method for with . The multi-agent game theory is introduced to transform the problem into a multi-agent . Then, the Nash equilibrium can be achieved by solving the coupled Hamilton–Jacobi–Bellman (HJB) equations with nonquadratic input energy terms. A novel method is presented to obtain the Nash equilibrium solution without the system models, and the critic neural networks (NNs) and actor NNs are introduced to implement the presented method. Theoretical analysis is provided, which shows that the iterative control laws converge to the Nash equilibrium. Simulation results show the good performance of the presented method.

Keywords： control     Multi-agent systems     Nonzero-sum game     Adaptive dynamic programming     Input saturation     Off-policyreinforcement learning     Policy iteration    

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Analysis of the current situation of environmental policy of China and establishment of distributed environmentalpolicy framework

Chaoyang FU,Wangfeng LI

Frontiers of Environmental Science & Engineering 2015, Volume 9, Issue 2,   Pages 310-316 doi: 10.1007/s11783-014-0658-9

Abstract: studies are conducted focusing on the implementation effect of contemporary China’s typical environmental policytypes of environmental management tools are compared from the perspective of implementation costs and policywhich could afford a new method for changing the current relatively low efficiency of environmental policy, solving the problem of “government failure” in environmental policy implementation, and providing anew way to make environmental policy system more flexible and more efficient.

Keywords： environmental policy     distributed environment policy     distributed parameter model     lumped parameter model    

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Motion planning of a quadrotor robot game using a simulation-based projected policy iteration method Regular Papers

Li-dong ZHANG, Ban WANG, Zhi-xiang LIU, You-min ZHANG, Jian-liang AI

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 4,   Pages 525-537 doi: 10.1631/FITEE.1800571

Abstract: problem in the threedimensional space and an approximate dynamic programming approach using a projected policyiteration method for learning the utilities of game states and improving motion policies.

Keywords： Reinforcement learning     Approximate dynamic programming     Decision making     Motion planning     Unmanned aerial vehicle    

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China’s policy framework for carbon capture, utilization and storage: Review, analysis, and outlook

Frontiers in Energy 2023, Volume 17, Issue 3,   Pages 400-411 doi: 10.1007/s11708-023-0862-z

Abstract: such enormous demand and the current capacity, and thus a sound enabling environment with sufficient policyThis study reviewed 59 CCUS-related policy documents issued by the Chinese government as of July 2022, and found that a supporting policy framework for CCUS is taking embryonic form in China.The results indicate that supply-type policies are unbalanced in policy objectives, as policy terms onDemand-type policies are absent in the current policy system but is essential to drive the demand for

Keywords： carbon capture     utilization     and storage (CCUS)     policy     content analysis     China    

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Hierarchical methodological framework to improve Policy Environmental Assessment: Based on policy layer

Yinglie ZHOU, Cunkuan BAO,

Frontiers of Environmental Science & Engineering 2010, Volume 4, Issue 1,   Pages 82-90 doi: 10.1007/s11783-010-0004-9

Abstract: This study explores the current implementation challenges of the Policy Environmental Assessment (PEAStemming from the theory and practice of policy, a concept of PEA hierarchies is proposed including theThe evaluation of the policy environmental impacts from different lens helps solve the complexities of

Keywords： Policy Environmental Assessment (PEA)     policy hierarchy     PEA hierarchy     methodological framework    

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Translating evidence into policy in China: opportunities and challenges

Jiyao Wang, Xuejuan Jin

Frontiers of Medicine 2011, Volume 5, Issue 3,   Pages 315-320 doi: 10.1007/s11684-011-0146-6

Abstract: In the past two decades, the Chinese Clinical Epidemiology Network has been promoting evidence-based policyEvidence-based policy has become a major part of the government’s approach to policy making.It also discusses the opportunities and challenges for certain evidence to be considered in policy making

Keywords： clinical epidemiology     evidence-based decision making     policy    

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Moving policy and regulation forward for single-use plastic alternatives

Frontiers of Environmental Science & Engineering 2021, Volume 15, Issue 3, doi: 10.1007/s11783-021-1423-5

Abstract: Single-use plastics are often used once or cannot be reused for extended periods. They are widely consumed with the rapid development of social economy. The waste generated by single-use plastics threatens ecosystem health by entering the environment and ultimately restricts sustainable human development. The innovation of sustainable and environmentally friendly single-use plastic alternative materials and the joint participation of governments, enterprises and the public are promising technologies and management approaches that can solve the problem of single-use plastics wastes. The development of single-use plastic alternative products can be promoted fundamentally only by improving relevant legislation and standards, providing differentiated industrial policies, encouraging scientific and technological innovation and expanding public participation.

Keywords： Single-use plastic alternatives     Policy     Regulation     Sustainable development    

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Towards the sustainable intensification of agriculture—a systems approach to policy formulation

Leslie G. FIRBANK

Frontiers of Agricultural Science and Engineering 2020, Volume 7, Issue 1,   Pages 81-89 doi: 10.15302/J-FASE-2019291

Abstract: Here a project management approach is suggested to help guide agricultural policy to deliver these objectivesThe first step is to agree measurable outcomes, integrating formal policy goals with the often much lessSome policy goals can be delivered by supporting ad hoc interventions, while others require the redesignSystem models can help prioritise policy interventions.Formal optimization of land use is only appropriate if the policy goals are clear, and the constraints

Keywords： agricultural policy     ecosystem services     indicators of sustainable intensification     knowledge exchange     land    

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Iteration framework for solving mixed lubrication computation problems

Frontiers of Mechanical Engineering 2021, Volume 16, Issue 3,   Pages 635-648 doi: 10.1007/s11465-021-0632-8

Abstract: The general discrete scheme of time-varying Reynolds equation loses the information of the previous step, which makes it unreasonable. A discretization formula of the Reynolds equation, which is based on the Crank–Nicolson method, is proposed considering the physical message of the previous step. Gauss–Seidel relaxation and distribution relaxation are adopted for the linear operators of pressure during the numerical solution procedure. In addition to the convergent criteria of pressure distribution and load, an estimation framework is developed to investigate the relative error of the most important term in the Reynolds equation. Smooth surface with full contacts and mixed elastohydrodynamic lubrication is tested for validation. The asperity contact and sinusoidal wavy surface are examined by the proposed discrete scheme. Results show the precipitous decline in the boundary of the contact area. The relative error suggests that the pressure distribution is reliable and reflects the accuracy and effectiveness of the developed method.

Keywords： mixed lubrication     discretization formula     relative error     Reynolds equation     asperity    

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Minimax Q-learning design for H∞ control of linear discrete-time systems Research Articles

Xinxing LI, Lele XI, Wenzhong ZHA, Zhihong PENG,lixinxing_1006@163.com,xilele.bit@gmail.com,zhawenzhong@126.com,peng@bit.edu.cn

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 3,   Pages 438-451 doi: 10.1631/FITEE.2000446

Abstract: The proposed method, which employs off-policy , learns the optimal control policies for the controllerDifferent from existing -learning methods, a novel gradient-based policy improvement scheme is proposed

Keywords： control     Zero-sum dynamic game     Reinforcement learning     Adaptive dynamic programming     Minimax Q-learning     Policyiteration    

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Agriculture Green Development in China and the UK: common objectives and converging policy pathways

Yuelai LU, David NORSE, David POWLSON

Frontiers of Agricultural Science and Engineering 2020, Volume 7, Issue 1,   Pages 98-105 doi: 10.15302/J-FASE-2019298

Abstract: Second, to explore the policy objectives they have in common.

Keywords： Agriculture Green Development     China     policy     UK    

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GREENHOUSE GAS AND AMMONIA EMISSION MITIGATION PRIORITIES FOR UK POLICY TARGETS

Frontiers of Agricultural Science and Engineering 2023, Volume 10, Issue 2,   Pages 268-280 doi: 10.15302/J-FASE-2023495

Abstract:

● An expert survey highlighted the most effective strategies for GHG and ammonia mitigation.

Keywords： agriculture     ammonia     greenhouse gas     mitigation     net zero    

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Study on finance and taxation policy to support the development of new energy resources

Wei Xiangjie

Strategic Study of CAE 2015, Volume 17, Issue 3,   Pages 67-74

Abstract:

Finance and taxation policy is an important?rich experience in the use of finance and taxation policy to support the development of new energy resowrcesThe related finance and taxation policy is still not perfect，so it needs to draw on the useful experienceof foreign countries to further improve the finance and taxation policy system of new energy resowrces

Keywords： new energy resowrces； fiscal policy； tax policy    

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New medical risks affecting obstetrics after implementation of the two-child policy in China

Qiang Li, Dongrui Deng

Frontiers of Medicine 2017, Volume 11, Issue 4,   Pages 570-575 doi: 10.1007/s11684-017-0552-5

Abstract:

China recently instituted a two-child policy in response to its aging population, declining workforce

Keywords： two-child policy     birth defects     cesarean delivery     placenta previa    

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Bridging science, technology and policy in emerging contaminants control

Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 5, doi: 10.1007/s11783-023-1665-5

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Title Author Date Type Operation

Optimal synchronization control for multi-agent systems with input saturation: a nonzero-sum game

Hongyang LI, Qinglai WEI

Journal Article

Analysis of the current situation of environmental policy of China and establishment of distributed environmentalpolicy framework

Chaoyang FU,Wangfeng LI

Journal Article

Motion planning of a quadrotor robot game using a simulation-based projected policy iteration method

Li-dong ZHANG, Ban WANG, Zhi-xiang LIU, You-min ZHANG, Jian-liang AI

Journal Article

China’s policy framework for carbon capture, utilization and storage: Review, analysis, and outlook

Journal Article

Hierarchical methodological framework to improve Policy Environmental Assessment: Based on policy layer

Yinglie ZHOU, Cunkuan BAO,

Journal Article

Translating evidence into policy in China: opportunities and challenges

Jiyao Wang, Xuejuan Jin

Journal Article

Moving policy and regulation forward for single-use plastic alternatives

Journal Article

Towards the sustainable intensification of agriculture—a systems approach to policy formulation

Leslie G. FIRBANK

Journal Article

Iteration framework for solving mixed lubrication computation problems

Journal Article

Minimax Q-learning design for H∞ control of linear discrete-time systems

Xinxing LI, Lele XI, Wenzhong ZHA, Zhihong PENG,lixinxing_1006@163.com,xilele.bit@gmail.com,zhawenzhong@126.com,peng@bit.edu.cn

Journal Article

Agriculture Green Development in China and the UK: common objectives and converging policy pathways

Yuelai LU, David NORSE, David POWLSON

Journal Article

GREENHOUSE GAS AND AMMONIA EMISSION MITIGATION PRIORITIES FOR UK POLICY TARGETS

Journal Article

Study on finance and taxation policy to support the development of new energy resources

Wei Xiangjie

Journal Article

New medical risks affecting obstetrics after implementation of the two-child policy in China

Qiang Li, Dongrui Deng

Journal Article

Bridging science, technology and policy in emerging contaminants control

Journal Article