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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：52/0  |  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  
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)  |  收藏  |  浏览/下载：167/37  |  提交时间：2021/04/09
Adaptive dynamic programming  approximation error  data-based control  Q-learning  switching system  
Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 954-964
作者:  Haowei Lin;  Bo Zhao;  Derong Liu;  Cesare Alippi
Adobe PDF(2135Kb)  |  收藏  |  浏览/下载：141/50  |  提交时间：2021/03/11
Adaptive dynamic programming (ADP)  critic neural network  data-based  fault tolerant control (FTC)  particle swarm optimization (PSO)  
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：280/0  |  提交时间：2019/01/08
Data-based  experience replay  neural networks (NNs)  off-policy  optimal control  Q-learning (QL)  
Adaptive Constrained Optimal Control Design for Data-Based Nonlinear Discrete-Time Systems With Critic-Only Structure 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 6, 页码: 2099-2111
作者:  Luo, Biao;  Liu, Derong;  Wu, Huai-Ning
Adobe PDF(1045Kb)  |  收藏  |  浏览/下载：370/113  |  提交时间：2018/10/10
Adaptive Control  Adaptive Dynamic Programming  Constraints  Critic-only  Data-based  Optimal Control  Q-learning  
Novel iterative neural dynamic programming for data-based approximate optimal control design 期刊论文
AUTOMATICA, 2017, 卷号: 81, 页码: 240-252
作者:  Mu, Chaoxu;  Wang, Ding;  He, Haibo
Adobe PDF(1611Kb)  |  收藏  |  浏览/下载：351/139  |  提交时间：2017/09/12
Iterative Neural Dynamic Programming (Indp)  Data-based Control  Approximate Optimal Control  Heuristic Dynamic Programming (Hdp)  Affine And non-Affine Nonlinear Systems  
Interval Type-2 TSK Nominal-fuzzy-model-based Sliding Mode Controller Design for Flexible Airbreathing Hypersonic Vehicles 会议论文
, Naples, Italy, July 9-12
作者:  Gao, Junlong;  Yi, Jianqiang;  Pu, Zhiqiang;  Li, Chengdong
Adobe PDF(457Kb)  |  收藏  |  浏览/下载：471/158  |  提交时间：2017/05/09
Type-2 Fuzzy Logic System  Hypersonic Vehicle  Nominal Model  Model-based Control  Sliding Mode  Data-driven  
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.
浏览  |  Adobe PDF(3217Kb)  |  收藏  |  浏览/下载：572/204  |  提交时间：2016/11/09
Adaptive Control  Adaptive Dynamic Programming (Adp)  Data-based  Off-policy Learning  Optimal Control  Policy Gradient  
Data-based robust optimal control of continuous-time affine nonlinear systems with matched uncertainties 期刊论文
INFORMATION SCIENCES, 2016, 期号: 366, 页码: 121-133
作者:  Wang, Ding;  Li, Chao;  Liu, Derong;  Mu, Chaoxu
浏览  |  Adobe PDF(782Kb)  |  收藏  |  浏览/下载：473/188  |  提交时间：2016/10/20
Adaptive Dynamic Programming  Data-based Control  Integral Policy Iteration  Matched Uncertainties  Neural Networks  Robust Optimal Control  
Content-based Recommendation for Traffic Signal Control 会议论文
Proceedings of the 18th IEEE International Conference on Intelligent Transportation Systems, Canary Islands, Spain, 2015
作者:  Zhao, Yifei;  Wang, Feiyue;  Gao, Hang;  Zhu, Fenghua;  Lv, Yisheng
Adobe PDF(363Kb)  |  收藏  |  浏览/下载：305/84  |  提交时间：2016/06/24
Artificial Transportation Systems And Simulation  Contented-based Recommendation  Data Mining And Data Analysis  Traffic Signal Control