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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  
基于平行智能的物联网关键技术研究及应用 学位论文
工学博士, 中科院自动化研究所: 中国科学院大学, 2019
Authors:  李玉珂
Adobe PDF(3907Kb)  |  Favorite  |  View/Download:64/5  |  Submit date:2019/06/24
ACP方法  平行智能  物联网  低功耗广域网  正交频分复用  
平行学习理论及其在智能交通系统中的应用 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  林懿伦
Adobe PDF(17378Kb)  |  Favorite  |  View/Download:123/1  |  Submit date:2019/07/15
平行学习  强化学习  深度学习  智能交通系统  
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:31/2  |  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  
ESI工程学领域热点论文(2019年3月) 其他
2019-04-01
Authors:  张桂英
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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
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Deep Learning  Autonomous Driving  Visual Control  Reinforcement Learning  Deep Learning  Autonomous Driving  Visual Control  Reinforcement Learning  
StarCraft Micromanagement With Reinforcement Learning and Curriculum Transfer Learning 期刊论文
IEEE Transactions on Emerging Topics in Computational Intelligence, 2019, 卷号: 3, 期号: 1, 页码: 73-84
Authors:  Kun Shao;  Yuanheng Zhu;  Dongbin Zhao
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Reinforcement Learning, Transfer Learning, Curriculum Learning, Neural Network, Game Ai  
Detecting Traffic Information From Social Media Texts With Deep Learning Approaches 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2019, 卷号: 20, 期号: 8, 页码: 3049 - 3058
Authors:  Y. Chen;  Y. Lv;  Wang X(王晓);  L. Li;  Fei-Yue Wang
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Deep Learning, Social Transportation, Traffic Information Detection, Social Media, Text Mining.  
A novel GSP auction mechanism for ranking Bitcoin transactions in blockchain mining 期刊论文
Decision Support Systems, 2019, 卷号: 124, 期号: September 2019, 页码: 113094
Authors:  Juanjuan Li;  Yong Yuan;  Fei-Yue Wang
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Blockchain  Generalized Second Price Auction  Transaction Fee  Quality Score  Virtual Fee  
城市轨道交通CPSS平台构建研究 期刊论文
自动化学报, 2019, 卷号: 45, 期号: 4, 页码: 682-692
Authors:  董西松;  沈震;  熊刚;  朱风华;  胡斌
View  |  Adobe PDF(9527Kb)  |  Favorite  |  View/Download:3/0  |  Submit date:2019/10/11
城市轨道交通系统  社会物理信息系统  计算实验  交通仿真  应急管理