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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
Adobe PDF(1945Kb)
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浏览/下载:198/163
  |  
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)
Event-Triggered-Based Consensus Neural Network Tracking Control for Nonlinear Pure-Feedback Multiagent Systems With Delayed Full-State Constraints
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 11
作者:
Wang, Xiao-An
;
Zhang, Guang-Ju
;
Niu, Ben
;
Wang, Ding
;
Wang, Xiao-Mei
收藏
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浏览/下载:16/0
  |  
提交时间:2024/02/22
Nonlinear multiagent systems
delayed full state constraints
event-triggered design
asymptotic tracking control
adaptive control
Sustainable Lifecycle Management for Automotive Development via Multi-Dimensional Circular Design Framework
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 9, 页码: 4151-4154
作者:
Zhang, Yongkang
;
Chen, Jicheng
;
Teng, Siyu
;
Zhang, Hui
;
Wang, Fei-Yue
收藏
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浏览/下载:48/0
  |  
提交时间:2023/12/21
Intelligent vehicles
Sustainable development
Recycling
Intelligent control
Energy consumption
Roads
Layout
Sustainability
intelligent vehicles
vehicle lifecycle management
energy efficiency
circular design
Milestones in Autonomous Driving and Intelligent Vehicles-Part 1: Control, Computing System Design, Communication, HD Map, Testing, and Human Behaviors
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 17
作者:
Chen, Long
;
Li, Yuchen
;
Huang, Chao
;
Xing, Yang
;
Tian, Daxin
;
Li, Li
;
Hu, Zhongxu
;
Teng, Siyu
;
Lv, Chen
;
Wang, Jinjun
;
Cao, Dongpu
;
Zheng, Nanning
;
Wang, Fei-Yue
收藏
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浏览/下载:42/0
  |  
提交时间:2023/11/17
Surveys
Control systems
Behavioral sciences
Testing
Task analysis
System analysis and design
Planning
Autonomous driving (AD)
communication
computing system design
control
high-definition map (HD map)
human behaviors
intelligent vehicles (IVs)
perception
planning
survey of surveys (SoS)
testing
A feedforward compensation approach for cable-driven musculoskeletal systems
期刊论文
ROBOTICA, 2022, 页码: 10
作者:
Fan, Yerui
;
Yuan, Jianbo
;
Wu, Yaxiong
;
Qiao, Hong
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浏览/下载:103/0
  |  
提交时间:2023/02/22
biomimetic robots
control of robotic systems
force control
humanoid robots
serial manipulator design and kinematics
Switching Event-Triggered Adaptive Resilient Dynamic Surface Control for Stochastic Nonlinear CPSs With Unknown Deception Attacks
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 9
作者:
Niu, Ben
;
Chen, Wendi
;
Su, Wei
;
Wang, Huanqing
;
Wang, Ding
;
Zhao, Xudong
收藏
  |  
浏览/下载:139/0
  |  
提交时间:2022/11/14
Switches
Stochastic processes
Security
Heuristic algorithms
Actuators
Nonlinear systems
Control design
Dynamic surface control (DSC)
stochastic nonlinear cyber-physical systems (CPSs)
switching threshold event-triggered control
unknown deception attacks
Removing Feasibility Conditions on Adaptive Neural Tracking Control of Nonlinear Time-Delay Systems With Time-Varying Powers, Input, and Full-State Constraints
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 4, 页码: 2553-2564
作者:
Guo, Chao
;
Xie, Xue-Jun
;
Hou, Zeng-Guang
收藏
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浏览/下载:302/0
  |  
提交时间:2022/06/10
Nonlinear systems
Time-varying systems
Control design
Adaptive systems
Delay effects
Artificial neural networks
Automation
Feasibility conditions
input and full-state constraints
neural networks (NNs)
nonlinear systems
time-varying powers
Discounted Iterative Adaptive Critic Designs With Novel Stability Analysis for Tracking Control
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1262-1272
作者:
Mingming Ha
;
Ding Wang
;
Derong Liu
Adobe PDF(1832Kb)
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浏览/下载:179/62
  |  
提交时间:2022/06/27
Adaptive critic design
adaptive dynamic programming (ADP)
approximate dynamic programming
discrete-time nonlinear systems
reinforcement learning
stability analysis
tracking control
value iteration (VI)
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
收藏
  |  
浏览/下载:160/0
  |  
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
Self-Learning Robust Control Synthesis and Trajectory Tracking of Uncertain Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 1, 页码: 278-286
作者:
Wang, Ding
;
Cheng, Long
;
Yan, Jun
收藏
  |  
浏览/下载:150/0
  |  
提交时间:2022/03/17
Robust control
Optimal control
Cost function
Trajectory tracking
Nonlinear systems
Feedback control
Dynamical systems
Adaptive critic learning
control synthesis
neural networks
optimization
robust stabilization
tracking design