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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
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  
Adaptive Neural Network Time-varying Formation Tracking Control for Multi-agent Systems via Minimal Learning Parameter Approach 会议论文
, Budapest, Hungary, July 14-19, 2019
Authors:  Xiong Tianyi;  Pu Zhiqiang;  Yi Jianqiang;  Sui Zezhi
View  |  Adobe PDF(548Kb)  |  Favorite  |  View/Download:47/9  |  Submit date:2019/05/07
Formation Control  Minimal Learning Parameter  Multi-agent System  Neural Network  
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:24/18  |  Submit date:2019/10/09
Automatic Exploration  Deep Reinforcement Learning  Optimal Decision  Partial Observation  
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  
A Review of Computational Intelligence for StarCraft AI 会议论文
, Bangalore, India, 18-21 Nov. 2018
Authors:  Tang, Zhentao;  Shao, Kun;  Zhu, Yuanheng;  Li, Dong;  Zhao, Dongbin;  Huang, Tingwen
View  |  Adobe PDF(131Kb)  |  Favorite  |  View/Download:48/34  |  Submit date:2019/04/25
A hierarchical framework for ad inventory allocation in programmatic advertising markets 期刊论文
ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2018, 卷号: 31, 页码: 40-51
Authors:  Juanjuan Li;  Xiaochun Ni;  Yong Yuan;  Fei-Yue Wang
View  |  Adobe PDF(1018Kb)  |  Favorite  |  View/Download:84/26  |  Submit date:2018/09/20
Programmatic advertising  Ad inventory  Real-time bidding  Private marketplace  Header bidding  
Blockchain and Cryptocurrencies: Mode Techniques, and Applications 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 卷号: 48, 期号: 9, 页码: 1421-1428
Authors:  Yuan, Yong;  Wang, Fei-Yue
View  |  Adobe PDF(907Kb)  |  Favorite  |  View/Download:379/308  |  Submit date:2018/10/10
Bitcoin  Blockchain  Consensus Algorithm  Cryptocurrency  Smart Contract