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Relative importance sampling for off-policy actor-critic in deep reinforcement learning 期刊论文
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1, 页码: 17
作者:  Humayoo, Mahammad;  Zheng, Gengzhong;  Dong, Xiaoqing;  Miao, Liming;  Qiu, Shuwei;  Zhou, Zexun;  Wang, Peitao;  Ullah, Zakir;  Junejo, Naveed Ur Rehman;  Cheng, Xueqi
收藏  |  浏览/下载:3/0  |  提交时间:2025/06/25
Actor-critic (AC)  Discrepancy  Variance  Importance sampling (IS)  Off-policy  Relative importance sampling (RIS)  
A Robust Localization, Slip Estimation, and Compensation System for WMR in the Indoor Environments 期刊论文
SYMMETRY-BASEL, 2018, 卷号: 10, 期号: 5, 页码: 20
作者:  Ullah, Zakir;  Xu, Zhiwei;  Lei, Zhang;  Zhang, Libo
收藏  |  浏览/下载:90/0  |  提交时间:2019/12/10
wheeled mobile robot (WMR)  RL  DecaWave  tracking  localization  PF  tag  anchor  RTLS  wheel-slip estimation  
RL and ANN Based Modular Path Planning Controller for Resource-Constrained Robots in the Indoor Complex Dynamic Environment 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 74557-74568
作者:  Ullah, Zakir;  Xu, Zhiwei;  Zhang, Lei;  Zhang, Libo;  Ullah, Waheed
收藏  |  浏览/下载:62/0  |  提交时间:2019/04/03
RL  ANN  complex dynamic indoor environment  modular path planning  resource-constrained robots