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Event-triggered adaptive dynamic programming for discrete-time multi-player games 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 506, 页码: 457-470
Authors:  Wang, Ziyang;  Wei, Qinglai;  Liu, Derong
Favorite  |  View/Download:10/0  |  Submit date:2019/12/16
Adaptive dynamic programming  Neural network  Event-triggered control  Multi-player game  
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  
Decentralized robust zero-sum neuro-optimal control for modular robot manipulators in contact with uncertain environments: theory and experimental verification 期刊论文
NONLINEAR DYNAMICS, 2019, 卷号: 97, 期号: 1, 页码: 503-524
Authors:  Dong, Bo;  An, Tianjiao;  Zhou, Fan;  Liu, Keping;  Li, Yuanchun
Favorite  |  View/Download:6/0  |  Submit date:2019/12/16
Modular robot manipulators  Adaptive dynamic programming  Decentralized control  Optimal control  Zero-sum game  
面向美妆数据的机器学习算法与应用 学位论文
工学硕士, 北京中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  黄妍
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妆容迁移  深度网络  妆容区域划分  生成对抗网络  
物体分类与检测中的小样本学习 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:  李岩
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物体分类  物体检测  小样本学习  零样本学习  混合监督检测  
基于视频摘要的机器⼈学习⽅法研究 学位论文
, 中科院自动化所: 中科院自动化所, 2019
Authors:  张宇佳
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视频摘要  机器⼈学习  机器视觉  机械臂抓取控制  
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  
Learning Deep Decentralized Policy Network by Collective Rewards for Real-Time Combat Game 会议论文
, Macao, China, August 10-16, 2019
Authors:  Peixi Peng;  Junliang Xing;  Lili Cao;  Lisen Mu;  Chang Huang
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Multi-agent Learning  Deep Decentralized Policy Network  Real-time Combat Game  
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