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Prototypical Context-Aware Dynamics for Generalization in Visual Control With Model-Based Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 页码: 11
作者:
Wang, Junjie
;
Zhang, Qichao
;
Mu, Yao
;
Li, Dong
;
Zhao, Dongbin
;
Zhuang, Yuzheng
;
Luo, Ping
;
Wang, Bin
;
Hao, Jianye
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/07/04
Context-aware
dynamics generalization
model-based reinforcement learning
visual control
Asynchronous learning-based output feedback sliding mode control for semi-Markov jumpsystems: A descriptor approach
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1358-1369
作者:
Zheng Wu
;
Yiyun Zhao
;
Fanbiao Li
;
Tao Yang
;
Yang Shi
;
Weihua Gui
Adobe PDF(2638Kb)
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收藏
  |  
浏览/下载:42/11
  |  
提交时间:2024/05/22
Asynchronous switching
learning-based control
output feedback
semi-Markovian jump systems
sliding mode control (SMC)
Hierarchical Policy Learning With Demonstration Learning for Robotic Multiple Peg-in-Hole Assembly Tasks
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 10, 页码: 10254-10264
作者:
Yan, Shaohua
;
Xu, De
;
Tao, Xian
Adobe PDF(4845Kb)
  |  
收藏
  |  
浏览/下载:127/13
  |  
提交时间:2023/11/17
Assembly model
demonstration learning (DL)
force-based control algorithm
hierarchical reinforcement learning (HRL)
peg-in-hole assembly
Parallel Learning-Based Steering Control for Autonomous Driving
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 1, 页码: 379-389
作者:
Tian, Fangyin
;
Li, Zhiheng
;
Wang, Fei-Yue
;
Li, Li
收藏
  |  
浏览/下载:86/0
  |  
提交时间:2023/11/16
Vehicle dynamics
Trajectory
Data models
Training data
Autonomous vehicles
Training
Predictive models
Autonomous driving
learning based control
parallel learning
steering control
Dynamic Event-Sampled Control of Interconnected Nonlinear Systems Using Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Yang, Xiong
;
Xu, Mengmeng
;
Wei, Qinglai
收藏
  |  
浏览/下载:255/0
  |  
提交时间:2022/07/25
Asymptotic stability
Interconnected systems
Decentralized control
Closed loop systems
Artificial neural networks
Optimal control
Nonlinear dynamical systems
Adaptive dynamic programming (ADP)
decentralized control
event-based control
interconnected system
reinforcement learning (RL)
A Survey of Multifingered Robotic Manipulation: Biological Results, Structural Evolvements, and Learning Methods
期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 21
作者:
Li, Yinlin
;
Wang, Peng
;
Li, Rui
;
Tao, Mo
;
Liu, Zhiyong
;
Qiao, Hong
收藏
  |  
浏览/下载:233/0
  |  
提交时间:2022/07/25
multifingered hand
visual-motor control
multi-mode fusion
hand structural evolution
learning-based manipulation
Data-Based Optimal Tracking of Autonomous Nonlinear Switching Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 227-238
作者:
Xiaofeng Li
;
Lu Dong
;
Changyin Sun
Adobe PDF(2830Kb)
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收藏
  |  
浏览/下载:213/53
  |  
提交时间:2021/04/09
Adaptive dynamic programming
approximation error
data-based control
Q-learning
switching system
Fixed-time observer based adaptive neural network time-varying formation tracking control for multi-agent systems via minimal learning parameter approach
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 9, 页码: 1147-1157
作者:
Xiong, Tianyi
;
Pu, Zhiqiang
;
Yi, Jianqiang
;
Tao, Xinlong
收藏
  |  
浏览/下载:341/0
  |  
提交时间:2020/07/06
neurocontrollers
multi-agent systems
Lyapunov methods
closed loop systems
nonlinear control systems
time-varying systems
adaptive control
observers
uncertain systems
position control
radial basis function networks
robust control
control system synthesis
learning (artificial intelligence)
minimal learning-parameter approach
fixed-time CLSO
time-varying formation tracking problem
formation tracking control scheme
multiagent systems
time-varying formation tracking control problem
model uncertainties
velocity measurements
radial basis function neural networks
fixed-time cascaded leader state observer
fixed-time observer-based adaptive neural network time-varying formation tracking control
RBFNN-based adaptive control scheme
Learning and Guaranteed Cost Control With Event-Based Adaptive Critic Implementation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 12, 页码: 6004-6014
作者:
Wang, Ding
;
Liu, Derong
收藏
  |  
浏览/下载:288/0
  |  
提交时间:2019/07/12
Adaptive dynamic programming
event-based design
guaranteed cost control
optimal control
self-learning technique
Adaptive Q-Learning for Data-Based Optimal Output Regulation With Experience Replay
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 12, 页码: 3337-3348
作者:
Luo, Biao
;
Yang, Yin
;
Liu, Derong
收藏
  |  
浏览/下载:329/0
  |  
提交时间:2019/01/08
Data-based
experience replay
neural networks (NNs)
off-policy
optimal control
Q-learning (QL)