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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)
An Underwater Robotic System With a Soft Continuum Manipulator for Autonomous Aquatic Grasping
期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 页码: 12
作者:
Liu, Jiaqi
;
Song, Zhuheng
;
Lu, Yue
;
Yang, Hui
;
Chen, Xingyu
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/12/08
Grasping
Robots
Soft robotics
Manipulator dynamics
Task analysis
Robot kinematics
Biology
Machine learning
soft robotics
underwater grasping
An Underwater Robotic System With a Soft Continuum Manipulator for Autonomous Aquatic Grasping
期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 页码: 12
作者:
Liu, Jiaqi
;
Song, Zhuheng
;
Lu, Yue
;
Yang, Hui
;
Chen, Xingyu
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/12/21
Grasping
Robots
Soft robotics
Manipulator dynamics
Task analysis
Robot kinematics
Biology
Machine learning
soft robotics
underwater grasping
Online Battery Protective Energy Management for Energy-Transportation Nexus
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 11, 页码: 8203-8212
作者:
Li, Shuangqi
;
Zhao, Pengfei
;
Gu, Chenghong
;
Li, Jianwei
;
Cheng, Shuang
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  |  
浏览/下载:20/0
  |  
提交时间:2022/11/14
Batteries
Aging
Vehicle-to-grid
US Department of Defense
Costs
Renewable energy sources
Reinforcement learning
Battery aging mitigation
deep reinforcement learning (DRL)
electric vehicle
microgrid (MG)
renewable energy
transportation electrification
vehicle-to-grid (V2G)
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
收藏
  |  
浏览/下载:15/0
  |  
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 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
  |  
提交时间:2022/06/10
Integral reinforcement learning
Nuclear power reactor
Nonlinear system
Optimal tracking control
Neural networks
Application of Deep Reinforcement Learning to Thermal Control of Space Telescope
期刊论文
Journal of Thermal Science and Engineering Applications, 2022, 卷号: 14, 期号: 1, 页码: 10
作者:
Y. Xiong
;
L. Guo and D. F. Tian
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  |  
浏览/下载:11/0
  |  
提交时间:2022/06/13
Adaptive Fault-tolerant Control for Trajectory Tracking and Rectification of Directional Drilling
期刊论文
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 卷号: 20, 期号: 1, 页码: 334-348
作者:
Zhang, Chi
;
Zou, Wei
;
Cheng, Ningbo
;
Gao, Junshan
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/03/17
Fault-tolerant control (FTC)
integral sliding mode control (ISMC)
neural network (NN)
nonlinear control system
reinforcement learning (RL)
A New Integral Critic Learning for Optimal Tracking Control with Applications to Boiler-Turbine Systems
期刊论文
OPTIMAL CONTROL APPLICATIONS & METHODS, 2021, 页码: 16
作者:
Wei, Qinglai
;
Liu, Yujia
;
Lu, Jingwei
;
Ling, Jun
;
Luan, Zhenhua
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/12/28
adaptive dynamic programming
boiler-turbine system
integral reinforcement learning
neural network
policy iteration
Traffic Signal Control Using Offline Reinforcement Learning
会议论文
Beijing, 2021-10
作者:
Dai, Xingyuan
;
Zhao, Chen
;
Li, Xiaoshuang
;
Wang, Xiao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/10/11
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