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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  
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：44/15  |  Submit date：2019/04/25
Deep Learning  Autonomous Driving  Visual Control  Reinforcement Learning  Deep Learning  Autonomous Driving  Visual Control  Reinforcement Learning  
Model-Free Reinforcement Learning based Lateral Control for Lane Keeping 会议论文
, Budapest, Hungary, July 14-19
Authors:  Zhang Qichao;  Luo Rui;  Zhao Dongbin;  Qian Dianwei
Favorite  |  View/Download：9/0  |  Submit date：2019/10/09
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
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Automatic Exploration  Deep Reinforcement Learning  Optimal Decision  Partial Observation  
An Autonomous Driving Experience Platform with Learning-Based Functions 会议论文
, Bangalore, India, 18-21 Nov. 2018
Authors:  Li, Dong;  Zhao, Dongbin;  Zhang, Qichao;  Zhu, Yuanheng
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DeepSign: Deep Learning based Traffic Sign Recognition 会议论文
, Rio de Janeiro, Brazil, 8-13 July 2018
Authors:  Li, Dong;  Zhao, Dongbin;  Chen, Yaran;  Zhang, Qichao
View  |  Adobe PDF(6951Kb)  |  Favorite  |  View/Download：43/20  |  Submit date：2019/04/25
Visual navigation with Actor-Critic deep reinforcement learning 会议论文
, Rio, Brazil, 2018-01
Authors:  Kun Shao;  Dongbin Zhao;  Yuanheng Zhu;  Qichao Zhang
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Multi-task learning for dangerous object detection in autonomous driving 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 432, 期号: *, 页码: 559-571
Authors:  Chen, Yaran;  Zhao, Dongbin;  Lv, Le;  Zhang, Qichao
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Dangerous Object Detection  Autonomous Driving  Multi-task Learning  Convolutional Neural Network  
Policy Iteration for H infinity Optimal Control of Polynomial Nonlinear Systems via Sum of Squares Programming 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 2, 页码: 500-509
Authors:  Zhu, Yuanheng;  Zhao, Dongbin;  Yang, Xiong;  Zhang, Qichao
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Adaptive Dynamic Programming (Adp)  h Infinity Optimal Control  Policy Iteration (Pi)  Polynomial Nonlinear Systems  Sum Of Squares (Sos)  
Event-Based Robust Control for Uncertain Nonlinear Systems Using Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 1, 页码: 37-50
Authors:  Zhang, Qichao;  Zhao, Dongbin;  Wang, Ding
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Adaptive Dynamic Programming (Adp)  Event-based Control  Neural Network (Nn)  Robust Control  Unmatched Uncertainties