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Data-Based Reinforcement Learning for Nonzero-Sum Games With Unknown Drift Dynamics 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 8, 页码: 2874-2885
Authors:  Zhang, Qichao;  Zhao, Dongbin
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Integral reinforcement learning (IRL)  neural network (NN)  nonzero-sum (NZS) games  off-policy  single-critic  unknown drift dynamics  
Adaptive Optimal Control of Heterogeneous CACC System With Uncertain Dynamics 期刊论文
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2019, 卷号: 27, 期号: 4, 页码: 1772-1779
Authors:  Zhu, Yuanheng;  Zhao, Dongbin;  Zhong, Zhiguang
Favorite  |  View/Download:0/0  |  Submit date:2019/09/30
Adaptive optimal control  cooperative adaptive cruise control (CACC)  heterogeneous platoon  string stability  sum-of-squares polynomial  
Adaptive cruise control via adaptive dynamic programming with experience replay 期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 12, 页码: 4131-4144
Authors:  Wang, Bin;  Zhao, Dongbin;  Cheng, Jin
Favorite  |  View/Download:6/0  |  Submit date:2019/07/11
Adaptive cruise control  Adaptive dynamic programming  Experience replay  Reinforcement learning  Neural networks  
面向无人车的行人和车辆检测 学位论文
, 中国科学院大学: 中国科学院大学, 2019
Authors:  卢佳琳
Adobe PDF(12255Kb)  |  Favorite  |  View/Download:18/0  |  Submit date:2019/06/28
行人和车辆检测  深度卷积神经网络  特征提取  候选区域框提取  低速无人车  
基于区间二型模糊系统的高超声速飞行器巡航控制研究 学位论文
工学博士, 北京: 中国科学院大学, 2019
Authors:  陶新龙
Adobe PDF(16348Kb)  |  Favorite  |  View/Download:30/0  |  Submit date:2019/06/06
高超声速飞行器  区间二型模糊系统  测量噪声  状态估计器  小增益理论  
面向智能驾驶视觉控制的深度强化学习方法 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  李栋
Adobe PDF(6681Kb)  |  Favorite  |  View/Download:33/2  |  Submit date:2019/06/27
深度强化学习  智能驾驶  视觉控制  目标检测  图注意力网络  
Reinforcement Learning and Deep Learning based Lateral Control for Autonomous Driving 期刊论文
IEEE Computational Intelligence Magazine, IEEE Computational Intelligence Magazine, 2019, 2019, 卷号: 14, 14, 期号: 2, 页码: 83-98, 83-98
Authors:  Dong Li;  Dongbin Zhao;  Qichao Zhang;  Yaran Chen
View  |  Adobe PDF(2205Kb)  |  Favorite  |  View/Download:37/14  |  Submit date:2019/04/25
Deep Learning  Autonomous Driving  Visual Control  Reinforcement Learning  Deep Learning  Autonomous Driving  Visual Control  Reinforcement Learning  
Augmented fixed-time observer-based continuous robust control for hypersonic vehicles with measurement noises 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2019, 卷号: 13, 期号: 3, 页码: 422-433
Authors:  Sun, Jinlin;  Yi, Jianqiang;  Pu, Zhiqiang
Favorite  |  View/Download:7/0  |  Submit date:2019/07/12
linearisation techniques  observers  control system synthesis  vehicle dynamics  adaptive control  aircraft control  uncertain systems  robust control  variable structure systems  space vehicles  augmented fixed-time observer  measurement noises  cruise control  flexible air-breathing hypersonic vehicles  controller gains  finite-time convergence  fixed convergence time  FAHV  gain adaptation law  continuous robust control  input-output linearisation technique  
State-Estimator-Integrated Robust Adaptive Tracking Control for Flexible Air-Breathing Hypersonic Vehicle With Noisy Measurements 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2019, 卷号: XX, 期号: Early Access, 页码: XX
Authors:  Tao Xinlong;  Yi Jianqiang;  Pu Zhiqiang;  Xiong Tianyi
View  |  Adobe PDF(1301Kb)  |  Favorite  |  View/Download:33/10  |  Submit date:2019/05/07
Hypersonic Vehicle  Measurement Noises  Robust Control  State Estimator  Type-2 Fuzzy Logic System  
Deep reinforcement learning based automatic exploration for navigation in unknown environment 期刊论文
IEEE Transactions on Neural Network and Learning Systems, 2019, 期号: early acess, 页码: 1-13
Authors:  Li Haoran;  Zhang Qichao;  Zhao Dongbin
View  |  Adobe PDF(2946Kb)  |  Favorite  |  View/Download:8/5  |  Submit date:2019/10/09
Automatic Exploration  Deep Reinforcement Learning  Optimal Decision  Partial Observation