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科研机构
自动化研究所 [15]
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期刊论文 [15]
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2024 [1]
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2021 [1]
2020 [3]
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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:3/0
  |  
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)
Adaptive Uniform Performance Control of Strict-Feedback Nonlinear Systems With Time-Varying Control Gain
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 451-461
作者:
Kai Zhao
;
Changyun Wen
;
Yongduan Song
;
Frank L. Lewis
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  |  
浏览/下载:18/0
  |  
提交时间:2023/01/16
Adaptive control
enhanced Nussbaum function (ENF)
strict-feedback systems
unified prescribed performance
Discrete-Time Non-Zero-Sum Games With Completely Unknown Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 6, 页码: 2929-2943
作者:
Song, Ruizhuo
;
Wei, Qinglai
;
Zhang, Huaguang
;
Lewis, Frank L.
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  |  
浏览/下载:45/0
  |  
提交时间:2021/08/15
Adaptive critic designs
adaptive dynamic programming
approximate dynamic programming
discrete-time
nonzero-sum (NZS)
off-policy
reinforcement learning (RL)
Special Issue on Adaptive Dynamic Programming and Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 3944-3947
作者:
Liu, Derong
;
Lewis, Frank L.
;
Wei, Qinglai
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  |  
浏览/下载:2/0
  |  
提交时间:2021/01/07
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:31/0
  |  
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
Stochastic DoS Attack Allocation Against Collaborative Estimation in Sensor Networks
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1225-1234
作者:
Ya Zhang
;
Lishuang Du
;
Frank L. Lewis
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/03/11
Attack allocation
denial of service (DoS) attack
packet loss
remote estimation
sensor networks
Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Convergence Analysis
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 卷号: 48, 期号: 6, 页码: 875-891
作者:
Wei, Qinglai
;
Lewis, Frank L.
;
Liu, Derong
;
Song, Ruizhuo
;
Lin, Hanquan
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2017/02/23
Adaptive Critic Designs
Adaptive Dynamic Programming (Adp)
Approximate Dynamic Programming
Local Iteration
Neural Networks
Neuro-dynamic Programming
Nonlinear Systems
Optimal Control
Error-Tolerant Iterative Adaptive Dynamic Programming for Optimal Renewable Home Energy Scheduling and Battery Management
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 12, 页码: 9527-9537
作者:
Wei, Qinglai
;
Lewis, Frank L.
;
Shi, Guang
;
Song, Ruizhuo
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2018/03/03
Adaptive Critic Designs
Adaptive Dynamic Programming (Adp)
Approximate Dynamic Programming
Home Energy Systems
Optimal Control
Smart Grid
Policy Gradient Adaptive Dynamic Programming for Data-Based Optimal Control
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 10, 页码: 3341-3354
作者:
Luo, Biao
;
Liu, Derong
;
Wu, Huai-Ning
;
Wang, Ding
;
Lewis, Frank L.
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2016/11/09
Adaptive Control
Adaptive Dynamic Programming (Adp)
Data-based
Off-policy Learning
Optimal Control
Policy Gradient
Mixed Iterative Adaptive Dynamic Programming for Optimal Battery Energy Control in Smart Residential Microgrids
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 5, 页码: 4110-4120
作者:
Wei, Qinglai
;
Liu, Derong
;
Lewis, Frank L.
;
Liu, Yu
;
Zhang, Jie
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2017/02/23
Adaptive Critic Designs
Adaptive Dynamic Programming (Adp)
Approximate Dynamic Programming
Mixed Iteration
Optimal Control
Policy Iteration
Smart Grid
Value Iteration
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