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Hypergraph convolution mix DDPG for multi-aerial base station deployment
作者: He   Haoran     Zhou   Fanqin     Zhao   Yikun     Li   Wenjing     Feng   Lei   来源: Journal of Cloud Computing 年份: 2023 文献类型 : 期刊 关键词: Hypergraph   Agent   deep   efficiency   (AeBS)   learning   decomposition   aerial   (HGCN)   multi   (MADRL)   optimization   station   Value   convolution   reinforcement   base   energy  
描述: deep reinforcement learning (MADRL). We describe the multi-AeBS deployment challenge as a decentralized
Crew recovery optimization with deep learning and column generation for sustainable airline operation management
作者: Ahmet   Herekoğlu     Özgür   Kabak   来源: Annals of Operations Research 年份: 2023 文献类型 : 期刊 关键词: Artificial   generation   Crew   disruptions   Airline   learning   recovery   Management   Machine   intelligence   problem   optimization   Column   Sustainability   AutoML   Sustainable   Business  
描述: a pivotal role in addressing crew disruptions. Leveraging historical data, learning-based approaches have t
Hypergraph convolution mix DDPG for multi-aerial base station deployment
作者: He   Haoran     Zhou   Fanqin     Zhao   Yikun     Li   Wenjing     Feng   Lei   来源: Journal of Cloud Computing 年份: 2023 文献类型 : 期刊 关键词: Hypergraph   Agent   deep   efficiency   (AeBS)   learning   decomposition   aerial   (HGCN)   multi   (MADRL)   optimization   station   Value   convolution   reinforcement   base   energy  
描述: deep reinforcement learning (MADRL). We describe the multi-AeBS deployment challenge as a decentralized
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