Zobrazeno 1 - 10
of 614
pro vyhledávání: '"Reinforcement learning algorithm"'
Autor:
Wentao Feng, Bingyan Deng, Ziwen Zhang, He Jiang, Yanxi Zheng, Xinran Peng, Le Zhang, Zhiyuan Jing
Publikováno v:
Frontiers in Energy Research, Vol 12 (2024)
With the growing concern for the environment, sustainable development centred on a low-carbon economy has become a unifying pursuit for the energy industry. Integrated energy systems (IES) that combine multiple energy sources such as electricity, hea
Externí odkaz:
https://doaj.org/article/e2bfbac0d64f4f6eb72dfddab8d3ad7d
Autor:
Qixin Song
Publikováno v:
IEEE Access, Vol 12, Pp 108786-108796 (2024)
This work aims to optimize the classification efficiency of the digital exhibition service system and achieve optimization of booth layout and visitor route planning. This work combines the Deep Belief Network (DBN) model with Reinforcement Learning
Externí odkaz:
https://doaj.org/article/89c29732b03b49d39a166acbd887282c
Autor:
Yaru Gu, Xueliang Huang
Publikováno v:
International Journal of Electrical Power & Energy Systems, Vol 161, Iss , Pp 110156- (2024)
To fully utilize the voltage regulation capacity of flexible load and distributed generations (DGs), we propose a novel Approximatively Completed Observed Markov Decision Process-based (ACOMDP-based) Reinforcement Learning (RL) (namely, ACMRL) scheme
Externí odkaz:
https://doaj.org/article/8c663f7a40fc409ba700143d61179495
Autor:
Liu Yutong, Zhou Shiqi
Publikováno v:
Applied Mathematics and Nonlinear Sciences, Vol 9, Iss 1 (2024)
With the development of information technology and the advancement of education informatization, the use of mathematical modeling and extensive data analysis technology makes the realization of precision education possible. In this paper, we study th
Externí odkaz:
https://doaj.org/article/600c9be09ecb40c2a76090c1294c7d85
Autor:
Li Dan
Publikováno v:
Applied Mathematics and Nonlinear Sciences, Vol 9, Iss 1 (2024)
Multicultural integration brings opportunities and challenges to the field of education, and the innovation of Civics education in higher vocational colleges and universities becomes increasingly essential. In this paper, the reinforcement learning a
Externí odkaz:
https://doaj.org/article/3d04d0f38eee46debcec4a5adbea2ce5
Autor:
Zhou Xiaoyan
Publikováno v:
Applied Mathematics and Nonlinear Sciences, Vol 9, Iss 1 (2024)
In this paper, we measure the effectiveness of recommendations using the provider coverage of reinforcement learning algorithms under new media videos, using parameters smaller than the state space to estimate the value function. The reinforcement le
Externí odkaz:
https://doaj.org/article/db0676f0295c48b987efd8649d157363
Autor:
Wang Yuzhen, Wang Jian
Publikováno v:
Applied Mathematics and Nonlinear Sciences, Vol 9, Iss 1 (2024)
The use of deep reinforcement learning algorithms for strategy formulation in supply chain management enables the nodes in the supply chain to better improve their management strategies. In this paper, a supply chain model is constructed as a startin
Externí odkaz:
https://doaj.org/article/45b2968be535403d89a55a6953ec05b0
Autor:
Hao Xiaoxia
Publikováno v:
Applied Mathematics and Nonlinear Sciences, Vol 9, Iss 1 (2024)
In the dynamic planning of reinforcement learning algorithms based on inverse recursion, this research shows how well Q-learning performs in finding the optimal decision function for accurate English teaching intervention in colleges and universities
Externí odkaz:
https://doaj.org/article/f29285d161c941e090e7a15e21e2268a
Publikováno v:
Journal of Cloud Computing: Advances, Systems and Applications, Vol 12, Iss 1, Pp 1-18 (2023)
Abstract Cloud computing has completely revolutionized the concept of computing by providing users with always-accessible resources. In terms of computational, storage, bandwidth, and transmission costs, cloud technology offers its users an entirely
Externí odkaz:
https://doaj.org/article/a04a8ed3ebef47c38328e3392191fc99
Publikováno v:
Sensors, Vol 24, Iss 6, p 1845 (2024)
To address traffic flow fluctuations caused by changes in traffic signal control schemes on tidal lanes and maintain smooth traffic operations, this paper proposes a method for controlling traffic signal transitions on tidal lanes. Firstly, the propo
Externí odkaz:
https://doaj.org/article/76be4a1232ed44998b86f0b00fe40cf7