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Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
作者:
Ding Wang
;
Ning Gao
;
Derong Liu
;
Jinna Li
;
Frank L. Lewis
收藏
|
浏览/下载：8/0
|
提交时间：2024/01/02
Adaptive dynamic programming (ADP)
advanced control
complex environment
data-driven control
event-triggered design
intelligent control
neural networks
nonlinear systems
optimal control
reinforcement learning (RL)
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
收藏
|
浏览/下载：44/0
|
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
Learning Control for Air Conditioning Systems via Human Expressions
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 8, 页码: 7662-7671
作者:
Wei, Qinglai
;
Li, Tao
;
Liu, Derong
收藏
|
浏览/下载：60/0
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提交时间：2021/06/15
Adaptive dynamic programming
air conditioning control
deep learning (DL)
deep Q-network (DQN)
human expressions
optimal control
reinforcement learning (RL)
Q-learning
Robust Exponential Synchronization for Memristor Neural Networks With Nonidentical Characteristics by Pinning Control
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 3, 页码: 1966-1980
作者:
Li, Yueheng
;
Luo, Biao
;
Liu, Derong
;
Yang, Yin
;
Yang, Zhanyu
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浏览/下载：57/0
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提交时间：2021/03/29
Synchronization
Memristors
Biological neural networks
Delays
Neurons
Hysteresis
Error bound
exponential synchronization
memristor-based neural networks (MNNs)
nonidentical characteristics
pinning control
stable region
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
收藏
|
浏览/下载：18/0
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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
Adaptive Synchronization of Delayed Memristive Neural Networks With Unknown Parameters
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 2, 页码: 539-549
作者:
Yang, Zhanyu
;
Luo, Biao
;
Liu, Derong
;
Li, Yueheng
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浏览/下载：10/0
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提交时间：2020/03/30
Synchronization
Biological neural networks
Neurons
Adaptive systems
Multi-layer neural network
Memristors
Adaptive control
delayed memristive neural networks
global asymptotic synchronization
unknown parameters
Effects of migration and reproduction on the variation in persistent organic pollutant levels in Kentish Plovers from Cangzhou Wetland, China
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 670, 页码: 122-128
作者:
Wang, Dou
;
Zheng, Shucheng
;
Wang, Pu
;
Matsiko, Julius
;
Sun, Huizhong
收藏
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浏览/下载：29/0
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提交时间：2020/10/21
Migratory bird
Seasonal variations
Reproduction
Transfer rate
POP transport
An echo state network based approach to room classification of office buildings
期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 319-328
作者:
Shi, Guang
;
Zhao, Bo
;
Li, Chao
;
Wei, Qinglai
;
Liu, Derong
收藏
|
浏览/下载：23/0
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提交时间：2019/07/12
Power consumption
Room classification
Echo state networks
Neural networks
Expression, Purification and Characterization of Recombinant Interferon-gamma of Takifugu rubripes in Pichia pastoris
期刊论文
INTERNATIONAL JOURNAL OF AGRICULTURE AND BIOLOGY, 2019, 卷号: 21, 页码: 19-24
作者:
Kong, Derong
;
Wang, Zhicheng
;
Zang, Lin
;
Cui, Jun
;
Li, Hui
收藏
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浏览/下载：23/0
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提交时间：2019/12/02
Takifugu rubripes
Interferon gamma
Characterization
Eukaryotic expression
Pichia pastoris
Using the synthesized peptide HAYED to protect the brain against iron catalyzed radical attack in a naturally senescence Kunming mouse model
期刊论文
Free Radical Biology and Medicine, 2019, 卷号: Vol.130, 页码: 458-470
作者:
Zhenyou Zou
;
Jing Cai
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浏览/下载：79/0
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提交时间：2019/12/13
HAYED
(5)
peptide
Alzheimer's
disease
Senescence
Free
iron
ions
Radicals
Amyloid
β
peptide
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