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Improving the Ability of Robots to Navigate Through Crowded Environments Safely using Deep Reinforcement Learning 会议论文
, 中国桂林, 2022-7-9
作者:  Shan QF(单钦锋);  Wang WJ(王伟杰);  Guo DF(郭丁飞);  Sun XR(孙向荣);  Jia LH(贾立好)
Adobe PDF(494Kb)  |  收藏  |  浏览/下载：100/29  |  提交时间：2023/06/05
Deep learning  Mechatronics  Navigation  Reinforcement learning  Cost function  Real-time systems  Trajectory  
Predicting the Epidemics Trend of COVID-19 Using Epidemiological-Based Generative Adversarial Networks 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2022, 卷号: 16, 期号: 2, 页码: 276-288
作者:  Wang, Haishuai;  Tao, Guangyu;  Ma, Jiali;  Jia, Shangru;  Chi, Lianhua;  Yang, Hong;  Zhao, Ziping;  Tao, Jianhua
收藏  |  浏览/下载：250/0  |  提交时间：2022/07/25
COVID-19  Predictive models  Mathematical models  Data models  Pandemics  Market research  Biological system modeling  COVID-19  generative adversarial networks  time series prediction  SIR simulation  
Cooperative and Competitive Multi-Agent Systems: From Optimization to Games 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 763-783
作者:  Jianrui Wang;  Yitian Hong;  Jiali Wang;  Jiapeng Xu;  Yang Tang;  Qing-Long Han;  Jürgen Kurths
Adobe PDF(8407Kb)  |  收藏  |  浏览/下载：186/52  |  提交时间：2022/04/24
Cooperative games  counterfactual regret min- imization  distributed optimization  federated optimization  fictitious self-play  mean field games  multi-agent reinforcement learning  non-cooperative games