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Boosting On-Policy Actor-Critic With Shallow Updates in Critic
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 10
作者:
Li, Luntong
;
Zhu, Yuanheng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/07/03
Artificial neural networks
Vectors
Task analysis
Training
Representation learning
Approximation algorithms
Optimization
Actor-critic
deep reinforcement learning (DRL)
proximal policy optimization (PPO)
shallow reinforcement learning (SRL)
Application of artificial neural networks throughout the entire life cycle of coatings: A comprehensive review
期刊论文
PROGRESS IN ORGANIC COATINGS, 2024, 卷号: 189, 页码: 22
作者:
Ning, Zenglei
;
Zhao, Xia
;
Fan, Liang
;
Peng, Zhongbo
;
Ma, Fubin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/06/04
Artificial neural networks
Formulation design
Preparation process
micro defects
Service life
Synergetic Learning Neuro-Control for Unknown Affine Nonlinear Systems With Asymptotic Stability Guarantees
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 11
作者:
Zhu, Liao
;
Wei, Qinglai
;
Guo, Ping
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/07/03
Approximate dynamic programming (ADP)
neural network
off-policy
optimal control
reinforcement learning (RL)
Relaxed Stability Criteria for Time-Delay Systems: A Novel Quadratic Function Convex Approximation Approach
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 996-1006
作者:
Shenquan Wang
;
Wenchengyu Ji
;
Yulian Jiang
;
Yanzheng Zhu
;
Jian Sun
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/03/18
Equivalent reciprocal combination technique
quadratic function convex approximation approach
stability
timevarying delay
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 490, 页码: 112317
作者:
Xiao TB(肖天白)
;
Frank, Martin
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  |  
浏览/下载:16/0
  |  
提交时间:2023/09/05
Kinetic theory
Computational fluid dynamics
Scientific machine learning
Artificial neural network
Appointed-Time Control for Flexible Hypersonic Vehicles with Conditional Disturbance Negation
期刊论文
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2023, 卷号: 59, 期号: 5, 页码: 6327-6345
作者:
Sun, Jinlin
;
Pu, Zhiqiang
;
Chang, Yafei
;
Ding, Shihong
;
Yi, Jianqiang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/02/22
Vehicle dynamics
Convergence
Control systems
Aerodynamics
Closed loop systems
Actuators
Mathematical models
Appointed-time control
conditional disturbance negation
hypersonic vehicle
input saturation
prescribed performance control
Data Generation Feedback Relearning Control for Unmodeled Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2023, 页码: 12
作者:
Zhang, Yong
;
Mu, Chaoxu
;
Zhao, Dongbin
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  |  
浏览/下载:12/0
  |  
提交时间:2023/11/16
Data models
Real-time systems
Heuristic algorithms
Mathematical models
Adaptation models
Approximation algorithms
Cost function
Data generation model
feedback relearning control
delayed neural network
reinforcement learning
unmodeled nonlinear system
Convolution Hierarchical Deep-learning Neural Networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond
期刊论文
COMPUTATIONAL MECHANICS, 2023
作者:
Lu, Ye
;
Li, Hengyang
;
Zhang L(张磊)
;
Park, Chanwook
;
Mojumder, Satyajit
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/06/15
Convolution FEM and HiDeNN
Tensor decomposition
Reduced order modeling
Additive manufacturing
High-order smoothness
Isogeometric analysis (IGA)
Constrained-cost adaptive dynamic programming for optimal control of discrete-time nonlinear systems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 卷号: 35, 期号: 3, 页码: 3251 - 3264
作者:
Wei, Qinglai
;
Li, Tao
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/05/28
Adaptive dynamic programming
approximate dynamic programming
constrained cost
optimal control
reinforcement learning
Statistical mechanics of continual learning: Variational principle and mean-field potential
期刊论文
PHYSICAL REVIEW E, 2023, 卷号: 108, 期号: 1, 页码: 14309
作者:
Li, Chan
;
Huang, Zhenye
;
Zou, Wenxuan
;
Huang, Haiping
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/12/07
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