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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
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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:55/38  |  Submit date:2019/04/22
Reinforcement Learning, Transfer Learning, Curriculum Learning, Neural Network, Game Ai  
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:31/20  |  Submit date:2019/04/22
Data-driven adaptive dynamic programming for continuous-time fully cooperative games with partially constrained inputs 期刊论文
NEUROCOMPUTING, 2017, 卷号: 238, 期号: *, 页码: 377-386
Authors:  Zhang, Qichao;  Zhao, Dongbin;  Zhu, Yuanheng
View  |  Adobe PDF(1508Kb)  |  Favorite  |  View/Download:155/83  |  Submit date:2017/05/04
Adaptive Dynamic Programming  Optimal Control  Neural Network  Fully Cooperative Games  Data-driven  Constrained Input  
基于深度稀疏表示的图像识别方法 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  吕乐
Adobe PDF(12176Kb)  |  Favorite  |  View/Download:170/9  |  Submit date:2017/06/12
深度学习  稀疏编码  图像聚类  中层视元提取  图像精细分类  
ADP with MCTS algorithm for Gomoku 会议论文
, Athens, Greece, 6-9 Dec. 2016
Authors:  Tang Zhentao;  Zhao Dongbin;  Shao Kun;  Lv Le
View  |  Adobe PDF(866Kb)  |  Favorite  |  View/Download:126/47  |  Submit date:2017/05/08
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:168/102  |  Submit date:2017/09/20
Move Prediction in Gomoku Using Deep Learning 会议论文
, Wuhan, China, November 11-13, 2016
Authors:  Shao, Kun;  Zhao, Bongbin;  Tang, Zhentao;  Zhu, Yuanheng
View  |  Adobe PDF(321Kb)  |  Favorite  |  View/Download:130/81  |  Submit date:2017/12/29
Gomoku  Move Prediction  Deep Learning  Deep Convolutional Network  
深度强化学习综述:兼论计算机围棋的发展 期刊论文
控制理论与应用, 2016, 卷号: 33, 期号: 6, 页码: 701-717
Authors:  赵冬斌;  邵坤;  朱圆恒;  李栋;  陈亚冉;  王海涛;  刘德荣;  周彤;  王成红
View  |  Adobe PDF(2816Kb)  |  Favorite  |  View/Download:455/186  |  Submit date:2017/09/13
深度强化学习  初弈号  深度学习  强化学习  人工智能  
Neural-network-based decentralized control of continuous-time nonlinear interconnected systems with unknown dynamics 期刊论文
NEUROCOMPUTING, 2015, 期号: 165, 页码: 90-98
Authors:  Liu, Derong;  Li, Chao;  Li, Hongliang;  Wang, Ding;  Ma, Hongwen
View  |  Adobe PDF(1120Kb)  |  Favorite  |  View/Download:88/12  |  Submit date:2015/09/17
Adaptive Dynamic Programming  Decentralized Control  Optimal Control  Policy Iteration  Neural Networks