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Approximate Dynamic Programming for Stochastic Resource Allocation Problems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 975-990
作者:
Ali Forootani
;
Raffaele Iervolino
;
Massimo Tipaldi
;
Joshua Neilson
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Adobe PDF(3558Kb)
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浏览/下载:121/35
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提交时间:2021/03/11
Approximate dynamic programming (ADP)
dynamic programming (DP)
Markov decision processes (MDPs)
resource allocation problem
Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 954-964
作者:
Haowei Lin
;
Bo Zhao
;
Derong Liu
;
Cesare Alippi
Adobe PDF(2135Kb)
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浏览/下载:150/52
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提交时间:2021/03/11
Adaptive dynamic programming (ADP)
critic neural network
data-based
fault tolerant control (FTC)
particle swarm optimization (PSO)
Learning-Based Switched Reliable Control of Cyber-Physical Systems With Intermittent Communication Faults
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 711-724
作者:
Xin Huang
;
Jiuxiang Dong
Adobe PDF(1958Kb)
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浏览/下载:165/61
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提交时间:2021/03/11
Adaptive dynamic programming (ADP)
communication fault
cyber-physical systems (CPSs)
data-driven control
reliable control
A Hyper-Heuristic Framework for Lifetime Maximization in Wireless Sensor Networks With A Mobile Sink
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 223-236
作者:
Jinghui Zhong
;
Zhixing Huang
;
Liang Feng
;
Wan Du
;
Ying Li
Adobe PDF(4887Kb)
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浏览/下载:200/35
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提交时间:2021/03/11
Genetic programming
hyper-heuristics
static and dynamic networks
wireless sensor networks (WSNs)
Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5245-5256
作者:
Wei, Qinglai
;
Wang, Lingxiao
;
Liu, Yu
;
Polycarpou, Marios M.
Adobe PDF(4019Kb)
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浏览/下载:331/75
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提交时间:2021/03/08
Elevators
Optimal control
Backpropagation
Machine learning
Neural networks
Learning (artificial intelligence)
Actor
–critic
adaptive dynamic programming
deep learning (DL)
elevator group control (EGC)
optimal control
reinforcement learning (RL)
Continuous-Time Time-Varying Policy Iteration
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 12, 页码: 4958-4971
作者:
Wei, Qinglai
;
Liao, Zehua
;
Yang, Zhanyu
;
Li, Benkai
;
Liu, Derong
Adobe PDF(3149Kb)
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浏览/下载:268/50
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提交时间:2021/03/02
Optimal control
Nonlinear systems
Time-varying systems
Mathematical model
Dynamic programming
Approximation algorithms
Iterative algorithms
Adaptive critic designs
adaptive dynamic programming (ADP)
neuro-dynamic programming
nonlinear systems
optimal control
policy iteration
Invariant Adaptive Dynamic Programming for Discrete-Time Optimal Control
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 3959-3971
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
He, Haibo
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浏览/下载:168/0
  |  
提交时间:2021/01/07
Optimal control
Discrete-time systems
Heuristic algorithms
Dynamic programming
Convergence
Artificial intelligence
Nonlinear systems
Adaptive dynamic programming
discrete-time systems
invariant admissibility
optimal control
policy iteration
sum of squares
Model-Free H-infinity Optimal Tracking Control of Constrained Nonlinear Systems via an Iterative Adaptive Learning Algorithm
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 4097-4108
作者:
Hou, Jiaxu
;
Wang, Ding
;
Liu, Derong
;
Zhang, Yun
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浏览/下载:207/0
  |  
提交时间:2021/01/07
Adaptive dynamic programming (ADP)
control constraints
convergence analysis
H-infinity tracking
neural network (NN)
optimal control
Reinforcement Learning-Based Optimal Stabilization for Unknown Nonlinear Systems Subject to Inputs With Uncertain Constraints
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4330-4340
作者:
Zhao, Bo
;
Liu, Derong
;
Luo, Chaomin
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浏览/下载:206/0
  |  
提交时间:2021/01/07
Nonlinear systems
Optimal control
Artificial neural networks
Actuators
Observers
Feedforward systems
Adaptive dynamic programming (ADP)
neural networks (NNs)
optimal control
reinforcement learning (RL)
uncertain input constraints
unknown nonlinear systems
Discrete-Time Impulsive Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 10, 页码: 4293-4306
作者:
Wei, Qinglai
;
Song, Ruizhuo
;
Liao, Zehua
;
Li, Benkai
;
Lewis, Frank L.
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浏览/下载:259/0
  |  
提交时间:2021/01/07
Optimal control
Performance analysis
Nonlinear systems
Dynamic programming
Heuristic algorithms
Indexes
Adaptive critic designs
adaptive dynamic programming (ADP)
approximate dynamic programming
impulsive control
nonlinear systems
optimal control