Zhiyong Du, Bin Jiang, Qi-hui Wu, Yuhua Xu, Kun Xu
{"title":"Exploiting User Demand Diversity: QoE Game and MARL Based Network Selection","authors":"Zhiyong Du, Bin Jiang, Qi-hui Wu, Yuhua Xu, Kun Xu","doi":"10.1007/978-981-15-1120-2_7","DOIUrl":"https://doi.org/10.1007/978-981-15-1120-2_7","url":null,"abstract":"","PeriodicalId":402625,"journal":{"name":"Towards User-Centric Intelligent Network Selection in 5G Heterogeneous Wireless Networks","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115826951","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhiyong Du, Bin Jiang, Qi-hui Wu, Yuhua Xu, Kun Xu
{"title":"Matching Heterogeneous User Demands: Localized Self-organization Game and MARL Based Network Selection","authors":"Zhiyong Du, Bin Jiang, Qi-hui Wu, Yuhua Xu, Kun Xu","doi":"10.1007/978-981-15-1120-2_6","DOIUrl":"https://doi.org/10.1007/978-981-15-1120-2_6","url":null,"abstract":"","PeriodicalId":402625,"journal":{"name":"Towards User-Centric Intelligent Network Selection in 5G Heterogeneous Wireless Networks","volume":"16 8","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114076544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhiyong Du, Bin Jiang, Qi-hui Wu, Yuhua Xu, Kun Xu
{"title":"Meeting Dynamic User Demand with Transmission Cost Awareness: CT-MAB RL Based Network Selection","authors":"Zhiyong Du, Bin Jiang, Qi-hui Wu, Yuhua Xu, Kun Xu","doi":"10.1007/978-981-15-1120-2_3","DOIUrl":"https://doi.org/10.1007/978-981-15-1120-2_3","url":null,"abstract":"","PeriodicalId":402625,"journal":{"name":"Towards User-Centric Intelligent Network Selection in 5G Heterogeneous Wireless Networks","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114460309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhiyong Du, Bin Jiang, Qi-hui Wu, Yuhua Xu, Kun Xu
{"title":"Meeting Dynamic User Demand with Handoff Cost Awareness: MDP RL Based Network Handoff","authors":"Zhiyong Du, Bin Jiang, Qi-hui Wu, Yuhua Xu, Kun Xu","doi":"10.1007/978-981-15-1120-2_4","DOIUrl":"https://doi.org/10.1007/978-981-15-1120-2_4","url":null,"abstract":"","PeriodicalId":402625,"journal":{"name":"Towards User-Centric Intelligent Network Selection in 5G Heterogeneous Wireless Networks","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123333188","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhiyong Du, Bin Jiang, Qi-hui Wu, Yuhua Xu, Kun Xu
{"title":"Learning the Optimal Network with Handoff Constraint: MAB RL Based Network Selection","authors":"Zhiyong Du, Bin Jiang, Qi-hui Wu, Yuhua Xu, Kun Xu","doi":"10.1007/978-981-15-1120-2_2","DOIUrl":"https://doi.org/10.1007/978-981-15-1120-2_2","url":null,"abstract":"","PeriodicalId":402625,"journal":{"name":"Towards User-Centric Intelligent Network Selection in 5G Heterogeneous Wireless Networks","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131162180","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhiyong Du, Bin Jiang, Qi-hui Wu, Yuhua Xu, Kun Xu
{"title":"Learning the Optimal Network with Context Awareness: Transfer RL Based Network Selection","authors":"Zhiyong Du, Bin Jiang, Qi-hui Wu, Yuhua Xu, Kun Xu","doi":"10.1007/978-981-15-1120-2_5","DOIUrl":"https://doi.org/10.1007/978-981-15-1120-2_5","url":null,"abstract":"","PeriodicalId":402625,"journal":{"name":"Towards User-Centric Intelligent Network Selection in 5G Heterogeneous Wireless Networks","volume":"263 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115953852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}