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Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1797-1809
作者:
Ding Wang
;
Jiangyu Wang
;
Mingming Zhao
;
Peng Xin
;
Junfei Qiao
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/08/10
Adaptive critic
artificial neural networks
Hamilton-Jacobi-Bellman (HJB) equation
multi-step heuristic dynamic programming
multi-step reinforcement learning
optimal control
Real-Time Scheduling of Autonomous Mining Trucks via Flow Allocation-Accelerated Tabu Search
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 3, 页码: 466-479
作者:
Zhang, Xiaotong
;
Guo, Ao
;
Ai, Yunfeng
;
Tian, Bin
;
Chen, Long
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/11/28
Mathematical models
Fuels
Autonomous vehicles
Real-time systems
Dynamic scheduling
Load modeling
Transportation
Autonomous truck
heuristic algorithm
open-pit mine
real-time scheduling
Event-Triggered Near-Optimal Control for Unknown Discrete-Time Nonlinear Systems Using Parallel Control
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Zhou, Tianmin
;
Wang, Ziyang
;
Wang, Fei-Yue
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  |  
浏览/下载:14/0
  |  
提交时间:2022/07/25
Nonlinear systems
Optimal control
Control systems
Performance analysis
Stability criteria
Iterative algorithms
Heuristic algorithms
Adaptive dynamic programming (ADP)
event-triggered control
near-optimal control
parallel control
reinforcement learning (RL)
unknown nonlinear systems
A New Approach to Finite-Horizon Optimal Control for Discrete-Time Affine Nonlinear Systems via a Pseudolinear Method
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 卷号: 67, 期号: 5, 页码: 2610-2617
作者:
Wei, Qinglai
;
Zhu, Liao
;
Li, Tao
;
Liu, Derong
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  |  
浏览/下载:34/0
  |  
提交时间:2022/07/25
Time-varying systems
Nonlinear systems
Optimal control
Heuristic algorithms
Dynamic programming
Neural networks
Linear systems
Adaptive dynamic programming
approximate dynamic programming
finite horizon
nonlinear systems
optimal control
pseudolinear approximation
Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 879-892
作者:
Wei, Qinglai
;
Zhu, Liao
;
Song, Ruizhuo
;
Zhang, Pinjia
;
Liu, Derong
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  |  
浏览/下载:37/0
  |  
提交时间:2022/03/17
Heuristic algorithms
Nonlinear systems
Optimal control
Mathematical model
Dynamic programming
Games
Adaptive systems
Adaptive dynamic programming (ADP)
globalized dual-heuristic dynamic programming (GDHP)
multiplayer nonzero-sum game (MP-NZSG)
neural network (NN)
Robotic Knee Tracking Control to Mimic the Intact Human Knee Profile Based on Actor-Critic Reinforcement Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 19-30
作者:
Ruofan Wu
;
Zhikai Yao
;
Jennie Si
;
He (Helen) Huang
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  |  
浏览/下载:90/0
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提交时间:2021/11/03
Automatic tracking of intact knee
configuration of robotic knee prosthesis
direct heuristic dynamic programming (dHDP)
reinforcement learning control
Neuro-Optimal Trajectory Tracking With Value Iteration of Discrete-Time Nonlinear Dynamics
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Wang, Ding
;
Ha, Mingming
;
Cheng, Long
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  |  
浏览/下载:29/0
  |  
提交时间:2022/01/27
Trajectory
Heuristic algorithms
Convergence
Trajectory tracking
Stability criteria
Optimal control
Dynamic programming
Adaptive critic design
discrete-time nonlinear plants
neuro-optimal trajectory tracking
uniformly ultimately bounded stability
value iteration
A Novel Resilient Control Scheme for a Class of Markovian Jump Systems With Partially Unknown Information
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 10
作者:
Zhang, Kun
;
Su, Rong
;
Zhang, Huaguang
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/04/02
Games
Process control
Markov processes
Game theory
Actuators
System dynamics
Heuristic algorithms
Adaptive dynamic programming
integral reinforcement learning (IRL)
resilient control
zero-sum game
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
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2021/01/07
Adaptive dynamic programming (ADP)
control constraints
convergence analysis
H-infinity tracking
neural network (NN)
optimal control
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:19/0
  |  
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
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