Výsledky vyhledávání - "gradient algorithm"

Logistics-involved service composition in a dynamic cloud manufacturing environment: A DDPG-based approach Autor Liu, Yongkui, Liang, Huagang, Xiao, Yingying, Zhang, Haifeng, Zhang, Jingxin, Zhang, Lin, Wang, Lihui

“…•A Deep Deterministic Policy Gradient (DDPG)-based approach to service composition in cloud manufacturing is proposed.•Performance of DDPG is examined in both…”
Získat plný text

Multi-Agent Deep Reinforcement Learning for Urban Traffic Light Control in Vehicular Networks Autor Wu, Tong, Zhou, Pan, Liu, Kai, Yuan, Yali, Wang, Xiumin, Huang, Huawei, Wu, Dapeng Oliver

“…As urban traffic condition is diverse and complicated, applying reinforcement learning to reduce traffic congestion becomes one of the hot and promising…”
Získat plný text

Adaptive neuro-fuzzy PID controller based on twin delayed deep deterministic policy gradient algorithm Autor Shi, Qian, Lam, Hak-Keung, Xuan, Chengbin, Chen, Ming

“…This paper presents an adaptive neuro-fuzzy PID controller based on twin delayed deep deterministic policy gradient (TD3) algorithm for nonlinear systems. In…”
Získat plný text

Estimating the spectrum in computed tomography via Kullback–Leibler divergence constrained optimization Autor Ha, Wooseok, Sidky, Emil Y., Barber, Rina Foygel, Schmidt, Taly Gilat, Pan, Xiaochuan

“…Purpose We study the problem of spectrum estimation from transmission data of a known phantom. The goal is to reconstruct an x‐ray spectrum that can accurately…”
Získat plný text

Controlling distributed energy resources via deep reinforcement learning for load flexibility and energy efficiency Autor Touzani, Samir, Prakash, Anand Krishnan, Wang, Zhe, Agarwal, Shreya, Pritoni, Marco, Kiran, Mariam, Brown, Richard, Granderson, Jessica

“…Behind-the-meter distributed energy resources (DERs), including building solar photovoltaic (PV) technology and electric battery storage, are increasingly…”
Získat plný text

Coordinated load frequency control of multi-area integrated energy system using multi-agent deep reinforcement learning Autor Li, Jiawen, Yu, Tao, Zhang, Xiaoshun

“…•A novel coordinated automatic generation control algorithm framework is proposed.•A deep reinforcement learning algorithm is introduced to obtains better…”
Získat plný text

Synaptic Plasticity Dynamics for Deep Continuous Local Learning (DECOLLE) Autor Kaiser, Jacques, Mostafa, Hesham, Neftci, Emre

“…A growing body of work underlines striking similarities between biological neural networks and recurrent, binary neural networks. A relatively smaller body of…”
Získat plný text

Peer-to-peer decentralized energy trading framework for retailers and prosumers Autor Mehdinejad, Mehdi, Shayanfar, Heidarali, Mohammadi-Ivatloo, Behnam

“…The smart grid technology has increased the penetration of distributed energy resources by the development and expansion of communication infrastructures and…”
Získat plný text

Parameter estimation of fractional‐order Hammerstein state space system based on the extended Kalman filter Autor Bi, Yiqun, Ji, Yan

“…Summary This paper addresses the combined estimation issues of the parameters and states for fractional‐order Hammerstein state space systems with colored…”
Získat plný text

Distributed proximal‐gradient algorithms for nonsmooth convex optimization of second‐order multiagent systems Autor Wang, Qing, Chen, Jie, Zeng, Xianlin, Xin, Bin

“…Summary This article studies the distributed nonsmooth convex optimization problems for second‐order multiagent systems. The objective function is the…”
Získat plný text

Distributed Beamforming Techniques for Cell-Free Wireless Networks Using Deep Reinforcement Learning Autor Fredj, Firas, Al-Eryani, Yasser, Maghsudi, Setareh, Akrout, Mohamed, Hossain, Ekram

“…In a cell-free network, a large number of mobile devices are served simultaneously by several base stations (BSs)/access points(APs) using the same…”
Získat plný text

Network traffic recovery from link-load measurements using tensor triple decomposition strategy for third-order traffic tensors Autor Ming, Zhenyu, Qin, Zhenzhi, Zhang, Liping, Xu, Yanwei, Qi, Liqun

“…Network traffic data is the pivot of input in many network tasks but its direct measurement can be insufferably costly. In this paper, we propose a network…”
Získat plný text

MetaSensing: Intelligent Metasurface Assisted RF 3D Sensing by Deep Reinforcement Learning Autor Hu, Jingzhi, Zhang, Hongliang, Bian, Kaigui, Renzo, Marco Di, Han, Zhu, Song, Lingyang

“…Using RF signals for wireless sensing has gained increasing attention. However, due to the unwanted multi-path fading in uncontrollable radio environments, the…”
Získat plný text

Accelerated gradient algorithm for RBF neural network Autor Han, Hong-Gui, Ma, Miao-Li, Qiao, Jun-Fei

“…Gradient-based algorithms are commonly used for training radial basis function neural network (RBFNN). However, one of the challenges in the training process…”
Získat plný text

Energy management strategy for hybrid electric vehicles based on deep reinforcement learning with consideration of electric drive system thermal characteristics Autor Qin, Juhuan, Huang, Haozhong, Lu, Hualin, Li, Zhaojun

“…•An optimized energy management strategy based on deep deterministic policy gradient is proposed.•The strategy considers the thermal characteristics of the…”
Získat plný text

Deep learning improved YOLOv8 algorithm: Real-time precise instance segmentation of crown region orchard canopies in natural environment Autor Khan, Zohaib, Liu, Hui, Shen, Yue, Zeng, Xiao

“…[Display omitted] •Proposed a real-time orchard tree crown instance segmentation method using an improved YOLOv8s algorithm.•Integrated dilated convolution…”
Získat plný text

A fast inertial self-adaptive projection based algorithm for solving large-scale nonlinear monotone equations Autor Zhang, N., Liu, J.K., Zhang, L.Q., Lu, Z.L.

“…In this paper, we propose a fast inertial self-adaptive projection based algorithm for solving large-scale monotone equations with the relaxation factor. The…”
Získat plný text

Kernel broad learning cauchy conjugate gradient algorithm for online chaotic time series prediction Autor Su, Liyun, Wang, Xiaoyi

“…Accurate prediction of nonlinear systems in non-Gaussian noise environments has long been a significant challenge in the fields of statistical data analysis…”
Získat plný text

An accelerated preconditioned primal-dual gradient algorithm for structured nonconvex optimization problems Autor Long, Xian-Jun, Nie, Jia-Lin, Gou, Zhun, Sun, Xiang-Kai, Li, Gao-Xi

“…•An novel accelerated preconditioned primal-dual gradient algorithm for solving nonconvex optimization problems by the conjugate duality theory of nonconvex…”
Získat plný text

Demand-Side Energy Management Considering Price Oscillations for Residential Building Heating and Ventilation Systems Autor Ma, Kai, Yu, Yangqing, Yang, Bin, Yang, Jie

“…This paper presents an energy management method to optimally control the energy supply and the temperature settings of distributed heating and ventilation…”
Získat plný text