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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
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ACP方法  平行智能  物联网  低功耗广域网  正交频分复用  
融合多源数据知识的复杂工业过程优化决策方法研究 学位论文
, 北京: 中国科学院大学, 2019
Authors:  刘承宝
Adobe PDF(60574Kb)  |  Favorite  |  View/Download:142/2  |  Submit date:2019/06/17
多源数据融合  知识获取  生成式对抗网络  智能优化决策  锂离子电池单体电芯一致性分选  
片内多核共享存储体系结构研究与设计 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  孟洪宇
Adobe PDF(6898Kb)  |  Favorite  |  View/Download:33/0  |  Submit date:2019/06/18
多核共享存储  互联协议  互联结构  任务调度  设计探索  
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  
Parallel Vehicular Networks: A CPSS-Based Approach via Multimodal Big Data in IoV 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2019, 卷号: 6, 期号: 1, 页码: 1079-1089
Authors:  Han, Shuangshuang;  Wang, Xiao;  Zhang, Jun Jason;  Cao, Dongpu;  Wang, Fei-Yue
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Cyber-social-physical system (CPSS)  Internet of Vehicles (IoV)  parallel system  social networks  
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:125/64  |  Submit date:2019/10/09
Automatic Exploration  Deep Reinforcement Learning  Optimal Decision  Partial Observation  
分布式优化算法设计及其在智能电网中的应用 研究报告
2018
Authors:  何兴
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多智能体,罚函数,拟一致,分布式算法,脉冲通信,静态经济调度问题  
Decentralized control for large-scale nonlinear systems with unknown mismatched interconnections via policy iteration 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2018, 卷号: 48, 期号: 10, 页码: 1725-1735
Authors:  Zhao B(赵博);  Ding Wang
View  |  Adobe PDF(768Kb)  |  Favorite  |  View/Download:138/22  |  Submit date:2018/10/14
Adaptive Dynamic Programming  Decentralized Control  Large-scale Systems  Neural Networks  
Second-Order Continuous-Time Algorithms for Economic Power Dispatch in Smart Grids 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 卷号: 48, 期号: 9, 页码: 1482-1492
Authors:  He, Xing;  Ho, Daniel W. C.;  Huang, Tingwen;  Yu, Junzhi;  Abu-Rub, Haitham;  Li, Chaojie
Favorite  |  View/Download:73/0  |  Submit date:2018/10/10
Economic Dispatch  Second-order Continuous-time Algorithm  Smart Grid