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A Learning-Based Framework for Error Compensation in 3-D Printing 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 11, 页码: 4042-4050
Authors:  Shen Z(沈震);  Shang XQ(商秀芹);  Zhao MH(赵美华);  Xiong G(熊刚);  Wang FY(王飞跃)
View  |  Adobe PDF(3664Kb)  |  Favorite  |  View/Download:10/1  |  Submit date:2019/09/25
3d Printing  Additive Manufacturing  Cyber Physical System (Cps)  Deep Learning  Error Compensation  
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
View  |  Adobe PDF(1021Kb)  |  Favorite  |  View/Download:13/0  |  Submit date:2019/07/12
Integral reinforcement learning (IRL)  neural network (NN)  nonzero-sum (NZS) games  off-policy  single-critic  unknown drift dynamics  
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
View  |  Adobe PDF(4125Kb)  |  Favorite  |  View/Download:56/39  |  Submit date:2019/04/22
Reinforcement Learning, Transfer Learning, Curriculum Learning, Neural Network, Game Ai  
代理技术 Agent 在智能车辆与驾驶中的应用现状 期刊论文
指挥与控制学报, 2019, 卷号: 5, 期号: 2, 页码: 87-98
Authors:  沈宇;  王晓;  韩双双;  陈龙;  王飞跃
View  |  Adobe PDF(9732Kb)  |  Favorite  |  View/Download:42/12  |  Submit date:2019/08/28
智能汽车, 智能体, 多智能体系统, 平行驾驶, Rss 模型  
Adaptive Reinforcement Learning Control Based on Neural Approximation for Nonlinear Discrete-Time Systems With Unknown Nonaffine Dead-Zone Input 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 1, 页码: 295-305
Authors:  Liu, Yan-Jun;  Li, Shu;  Tong, Shaocheng;  Chen, C. L. Philip
Favorite  |  View/Download:9/0  |  Submit date:2019/07/12
Discrete-time systems  neural networks (NNs)  nonlinear systems  optimal control  reinforcement learning  
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  
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:7/0  |  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  
A Pareto optimal mechanism for demand-side platforms in real time bidding advertising markets 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 469, 页码: 119-140
Authors:  Qin, Rui;  Yuan, Yong;  Wang, Fei-Yue
View  |  Adobe PDF(1804Kb)  |  Favorite  |  View/Download:133/43  |  Submit date:2018/09/20
Computational advertising  Real time bidding  Demand side platform  Pareto optimal  Mechanism design  Computational experiment  
A Survey of Cognitive Architectures in the Past 20 Years 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 12, 页码: 3280-3290
Authors:  Ye, Peijun;  Wang, Tao;  Wang, Fei-Yue
View  |  Adobe PDF(734Kb)  |  Favorite  |  View/Download:91/46  |  Submit date:2019/01/08
Agent  artificial intelligence (Al)  cognitive architecture (CA)  survey  
Dynamic Optimization of Employees Work Strategies in a WeChat-Based Evaluation System 期刊论文
IEEE Transactions on Computational Social Systems, 2018, 卷号: 5, 期号: 3, 页码: 687-697
Authors:  Juanjuan Li;  Shuai Wang;  Yong Yuan;  Xiaochun NI;  Fei-Yue Wang
View  |  Adobe PDF(2357Kb)  |  Favorite  |  View/Download:65/15  |  Submit date:2018/09/20
Computational Experiments  Dynamic Optimization  Employees Work Strategy  Reputational Utility  Substantive Utility