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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  
无人机协同编队控制方法研究 学位论文
工学博士, 北京: 中国科学院大学, 2019
Authors:  熊天漪
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无人机协同编队控制  时变队形编队跟踪  时变时延  切换通信拓扑  最小参数学习  
学习型群体博弈策略及其在兵棋推演中的应用 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  谢阳
Adobe PDF(7147Kb)  |  Favorite  |  View/Download:227/1  |  Submit date:2019/06/21
强化学习  兵棋推演  态势分析  蒙特卡洛搜索  人工智能  
ESI工程学领域热点论文(2019年3月) 其他
2019-04-01
Authors:  张桂英
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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  
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
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Research on Autonomous Maneuvering Decision of UCAV Based on Deep Reinforcement Learning 会议论文
CCDC2018, Shenyang, China, June 9-11, 2018
Authors:  Zhang, Yesheng;  Zu, Wei;  Gao, Yang;  Chang, Hongxing
View  |  Adobe PDF(1271Kb)  |  Favorite  |  View/Download:243/89  |  Submit date:2018/05/09
Air Combat  Autonomous Maneuvering Decision  Deep Reinforcement Learning  
基于自适应动态规划方法的智能微网系统电能优化协调控制 学位论文
, 北京: 中国科学院大学, 2018
Authors:  徐延才
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智能电网  神经网络  自适应动态规划  电能管理  
基于多视图深度网络模型的视觉场景解析 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  关赫
Adobe PDF(8873Kb)  |  Favorite  |  View/Download:92/0  |  Submit date:2018/08/27
多视图输入  自顶向下先验学习  对抗训练  语义分割  单目深度估计