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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
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平行学习  强化学习  深度学习  智能交通系统  
基于深度强化学习的游戏智能决策 学位论文
工学博士学位, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  邵坤
Adobe PDF(13984Kb)  |  Favorite  |  View/Download:567/15  |  Submit date:2019/06/27
深度强化学习  深度学习  强化学习  智能决策  游戏人工智能  多智能体系统  
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:157/64  |  Submit date:2019/04/22
Reinforcement Learning, Transfer Learning, Curriculum Learning, Neural Network, Game Ai  
Brain-Inspired Motion Learning in Recurrent Neural Network With Emotion Modulation 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2018, 卷号: 10, 期号: 4, 页码: 1153 - 1164
Authors:  Huang, Xiao;  Wu, Wei;  Qiao, Hong;  Ji, Yidao
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Brain-inspired model  emotion  motion learning  recurrent neural network  
Finite Sample Analysis of LSTD with Random Projections and Eligibility Traces 会议论文
, Stockholm, Sweden, July 13-19 2018
Authors:  Li HF(李海芳);  Yingce Xia;  Wensheng Zhang
View  |  Adobe PDF(173Kb)  |  Favorite  |  View/Download:75/8  |  Submit date:2019/10/07
Visual navigation with Actor-Critic deep reinforcement learning 会议论文
, Rio, Brazil, 2018-01
Authors:  Kun Shao;  Dongbin Zhao;  Yuanheng Zhu;  Qichao Zhang
View  |  Adobe PDF(1827Kb)  |  Favorite  |  View/Download:143/69  |  Submit date:2019/04/22
Improving Learning Efficiency of Recurrent Neural Network through Adjusting Weights of All Layers in a Biologically-inspired Framework 会议论文
, Anchorage, AK, USA, 2017-5-14
Authors:  Huang, Xiao;  Wu, Wei;  Yin, Peijie;  Qiao, Hong
View  |  Adobe PDF(466Kb)  |  Favorite  |  View/Download:38/5  |  Submit date:2020/06/09
Brain-inspired model  emotion  motion learning  recurrent neural network  
面向几类微分博弈的自适应动态规划方法 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  Zhang,Qichao
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自适应动态规划  神经网络  微分博弈  
Improving learning efficiency of recurrent neural network through adjusting weights of all layers in a biologically-inspired framework 会议论文
, Anchorage, Alaska, 14-19 May 2017
Authors:  Xiao Huang;  Wei Wu;  Peijie Yin;  Hong Qiao
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Cooperative Reinforcement Learning for Multiple Units Combat in StarCraft 会议论文
, Honolulu, Hawaii, USA, Nov. 27 to Dec 1, 2017
Authors:  Shao K(邵坤);  Zhu YH(朱圆恒);  Zhao DB(赵冬斌)
View  |  Adobe PDF(1378Kb)  |  Favorite  |  View/Download:311/174  |  Submit date:2017/09/20