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检索条件"主题词=D3QN algorithm"
3 条 记 录,以下是1-10 订阅
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Reward shaping based d3qn algorithm for solving capacitated lot-sizing problem with stochastic demand
ENGINEERING RESEARCH EXPRESS
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ENGINEERING RESEARCH EXPRESS 2025年 第2期7卷
作者: Yang, Yuchen Lin, Wenwen Zhang, Yuejun Zhang, Tianji Wei, Xiang Ningbo Univ Fac Mech Engn & Mech NBU Ningbo 315211 Peoples R China Zhejiang Business Technol Inst Mech Engn Coll Ningbo 310057 Peoples R China
In this paper, we study the capacitated lot-sizing problem (CLSP) in a single-product system with stochastic demand, aiming to minimize the total production cost, which includes production, inventory, machine setup, a... 详细信息
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Research on time series prediction of multi-process based on deep learning
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SCIENTIFIC REPORTS 2024年 第1期14卷 1-14页
作者: Zheng, Huali Cao, Yu Sun, dong Wang, Mingjun Yan, Binglong Ye, Chunming China Tobacco Zhejiang Ind Co LTD Hangzhou Peoples R China Univ Shanghai Sci & Technol Business Sch Shanghai Peoples R China
Aiming at the problem of data fluctuation in multi-process production, a Soft Update dueling double deep Q-learning (SU-d3qn) network combined with soft update strategy is proposed. Based on this, a time series combin... 详细信息
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XRL-SHAP-Cache:an explainable reinforcement learning approach for intelligent edge service caching in content delivery networks
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Science China(Information Sciences) 2024年 第7期67卷 46-71页
作者: Xiaolong XU Fan WU Muhammad BILAL Xiaoyu XIA Wanchun dOU Lina YAO Weiyi ZHONG School of Software Nanjing University of Information Science and Technology School of Computing and Communications Lancaster University School of Computing Technologies Royal Melbourne Institute of Technology State Key Laboratory for Novel Software Technology Nanjing University School of Computer Science and Engineering University of New South Wales Data 61 Commonwealth Scientific and Industrial Research Organization School of Computer Science Qufu Normal University
Content delivery networks(CdNs) play a pivotal role in the modern internet infrastructure by enabling efficient content delivery across diverse geographical regions. As an essential component of CdNs, the edge caching... 详细信息
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