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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
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浏览/下载：0/0
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提交时间：2024/07/03
Approximate dynamic programming (ADP)
neural network
off-policy
optimal control
reinforcement learning (RL)
Guaranteed Cost Attitude Tracking Control for Uncertain Quadrotor Unmanned Aerial Vehicle Under Safety Constraints
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1447-1457
作者:
Qian Ma
;
Peng Jin
;
Frank L. Lewis
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浏览/下载：0/0
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提交时间：2024/05/22
Attitude tracking control
quadrotor unmanned aerial vehicle (QUAV)
reinforcement learning
safety constraints
uncertain disturbances
Synergetic learning for unknown nonlinear
H.
control using neural networks
期刊论文
NEURAL NETWORKS, 2023, 卷号: 168, 页码: 287-299
作者:
Zhu, Liao
;
Guo, Ping
;
Wei, Qinglai
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浏览/下载：1/0
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提交时间：2023/12/21
H. control
Nonlinear systems
Adaptive dynamic programming
Temporal difference
Neural network
Data-driven
Research on the Dynamic Control Method of CFETR Multi-Purpose Overload Robot
期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13
作者:
Zuo, Congju
;
Qin, Guodong
;
Pan, Hongtao
;
Xia, Liang
;
Wang, Feng
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浏览/下载：10/0
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提交时间：2023/11/10
CFETR
multi-purpose overload robot
sliding mode controller
error compensation
rigid-flexible control
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
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浏览/下载：5/0
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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
A New Neuro-Optimal Nonlinear Tracking Control Method via Integral Reinforcement Learning with Applications to Nuclear Systems
期刊论文
NEUROCOMPUTING, 2022, 卷号: 483, 页码: 361-369
作者:
Zhong, Weifeng
;
Wang, Mengxuan
;
Wei, Qinglai
;
Lu, Jingwei
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浏览/下载：15/0
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提交时间：2022/06/10
Integral reinforcement learning
Nuclear power reactor
Nonlinear system
Optimal tracking control
Neural networks
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：38/0
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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)
Optimal Synchronization Control of Heterogeneous Asymmetric Input-Constrained Unknown Nonlinear MASs via Reinforcement Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 520-532
作者:
Lina Xia
;
Qing Li
;
Ruizhuo Song
;
Hamidreza Modares
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|
浏览/下载：43/0
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提交时间：2022/03/09
Asymmetric input-constrained
heterogeneous nonlinear multiagent systems (MASs)
Hamilton-Jacobi-Bellman (HJB) equation
novel observer
reinforcement learning (RL)
An Approximate Neuro-Optimal Solution of Discounted Guaranteed Cost Control Design
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 1, 页码: 77-86
作者:
Wang, Ding
;
Qiao, Junfei
;
Cheng, Long
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浏览/下载：28/0
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提交时间：2022/03/17
Control design
Cost function
Optimal control
Nonlinear systems
Adaptive systems
Switches
Adaptive learning system
discount factor
guaranteed cost function
neuro-optimal control
uncertainty
Event-triggered optimal control for discrete-time multi-player non-zero-sum games using parallel control
期刊论文
INFORMATION SCIENCES, 2022, 卷号: 584, 页码: 519-535
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Wang, Ziyang
;
Zhou, Tianmin
;
Wang, Fei-Yue
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浏览/下载：38/0
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提交时间：2021/12/28
Event-triggered
Non-zero-sum games
Parallel control
Neural network
Adaptive dynamic programming
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