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An Optimal Control-Based Distributed Reinforcement Learning Framework for A Class of Non-Convex Objective Functionals of the Multi-Agent Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2081-2093
作者:  Zhe Chen;  Ning Li
Adobe PDF(3366Kb)  |  收藏  |  浏览/下载：67/25  |  提交时间：2023/09/22
Distributed optimization  multi-agent  optimal control  reinforcement learning (RL)  
Optimal Control of Nonlinear Systems Using Experience Inference Human-Behavior Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 90-102
作者:  Adolfo Perrusquía;  Weisi Guo
Adobe PDF(3694Kb)  |  收藏  |  浏览/下载：180/51  |  提交时间：2023/01/03
Experience inference  hippocampus learning system  linear time-variant (LTV) systems  neocortex/striatum learning systems  nonlinear systems  optimal control  
Conflict-Aware Safe Reinforcement Learning: A Meta-Cognitive Learning Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 466-481
作者:  Majid Mazouchi;  Subramanya Nageshrao;  Hamidreza Modares
Adobe PDF(11662Kb)  |  收藏  |  浏览/下载：155/15  |  提交时间：2022/03/09
Optimal control  receding-horizon attentional controller (RHAC)  reinforcement learning (RL)  
Global Practical Stabilization of Discrete-Time Switched Affine Systems via a General Quadratic Lyapunov Function and a Decentralized Ellipsoid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1837-1851
作者:  Mohammad Hejri
Adobe PDF(2903Kb)  |  收藏  |  浏览/下载：114/32  |  提交时间：2021/09/03
Decentralized quadratic Lyapunov function  decentralized ellipsoid  discrete-time switched affine systems  practical stabilization  switching power converters  
Stability of Delayed Switched Systems With State-Dependent Switching 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 872-881
作者:  Chao Liu;  Zheng Yang;  Xiaoyang Liu;  Xianying Huang
浏览  |  Adobe PDF(1790Kb)  |  收藏  |  浏览/下载：150/43  |  提交时间：2021/03/11
Stability  statedependent switching  switched system  time delay  
Optimal Neuro-Control Strategy for Nonlinear Systems With Asymmetric Input Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 575-583
作者:  Xiong Yang;  Bo Zhao
浏览  |  Adobe PDF(1346Kb)  |  收藏  |  浏览/下载：135/44  |  提交时间：2021/03/11
Adaptive critic designs (ACDs)  asymmetric input constraint  critic neural network (CNN)  nonlinear systems  optimal control  reinforcement learning (RL)  
Dynamics and Switching Control of a Class of Underactuated Mechanical Systems with Variant Constraints 期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 20, 页码: 20
作者:  Su, Tingting;  Liang, Xu;  He, Guangping;  Jia, Taoming;  Zhao, Quanliang;  Zhao, Lei
浏览  |  Adobe PDF(1188Kb)  |  收藏  |  浏览/下载：312/55  |  提交时间：2020/03/30
dynamics modeling  orbital stability  robots  switching control  variant constraints  
Neural-network-based adaptive guaranteed cost control of nonlinear dynamical systems with matched uncertainties 期刊论文
NEUROCOMPUTING, 2017, 卷号: 245, 页码: 46-54
作者:  Mu, Chaoxu;  Wang, Ding
Adobe PDF(1843Kb)  |  收藏  |  浏览/下载：364/123  |  提交时间：2017/09/12
Adaptive Dynamic Programming (Adp)  Guaranteed Cost Control  Neural Networks  Uncertain Dynamics  Stability  
Generalized Policy Iteration Adaptive Dynamic Programming Algorithm for Optimal Tracking Control of a Class of Nonlinear Systems 会议论文
, Yinchuan, China, 2016-5-28
作者:  Lin Q(林桥);  Qinglai Wei;  Derong Liu
浏览  |  Adobe PDF(205Kb)  |  收藏  |  浏览/下载：221/69  |  提交时间：2017/05/04
Neural-Network-Based Finite Horizon Optimal Control for Partially Unknown Linear Continuous-Time Systems 会议论文
, Mount Wuyi, Fujian, China, March 27-29, 2015
作者:  Li, Chao;  Li, Hongliang;  Liu, Derong
浏览  |  Adobe PDF(1006Kb)  |  收藏  |  浏览/下载：283/82  |  提交时间：2017/05/03