{"id":"https://openalex.org/W3010447317","doi":"https://doi.org/10.1109/gcce46687.2019.9015369","title":"Proposal of Allocating Radio Resources to Multiple Slices in 5G using Deep Reinforcement Learning","display_name":"Proposal of Allocating Radio Resources to Multiple Slices in 5G using Deep Reinforcement Learning","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3010447317","doi":"https://doi.org/10.1109/gcce46687.2019.9015369","mag":"3010447317"},"language":"en","primary_location":{"id":"doi:10.1109/gcce46687.2019.9015369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce46687.2019.9015369","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 8th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063656237","display_name":"Yu Abiko","orcid":"https://orcid.org/0000-0002-7165-7531"},"institutions":[{"id":"https://openalex.org/I1298590031","display_name":"Shizuoka University","ror":"https://ror.org/01w6wtk13","country_code":"JP","type":"education","lineage":["https://openalex.org/I1298590031"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yu Abiko","raw_affiliation_strings":["Graduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu, Japan","institution_ids":["https://openalex.org/I1298590031"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111373505","display_name":"Daisuke Mochizuki","orcid":null},"institutions":[{"id":"https://openalex.org/I1298590031","display_name":"Shizuoka University","ror":"https://ror.org/01w6wtk13","country_code":"JP","type":"education","lineage":["https://openalex.org/I1298590031"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Daisuke Mochizuki","raw_affiliation_strings":["Graduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu, Japan","institution_ids":["https://openalex.org/I1298590031"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000395357","display_name":"Takato Saito","orcid":"https://orcid.org/0000-0002-7243-2270"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Takato Saito","raw_affiliation_strings":["Research Laboratories, NTT DOCOMO, Inc., Yokosuka, Japan"],"affiliations":[{"raw_affiliation_string":"Research Laboratories, NTT DOCOMO, Inc., Yokosuka, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071355863","display_name":"Daizo Ikeda","orcid":"https://orcid.org/0000-0002-4022-0505"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daizo Ikeda","raw_affiliation_strings":["Research Laboratories, NTT DOCOMO, Inc., Yokosuka, Japan"],"affiliations":[{"raw_affiliation_string":"Research Laboratories, NTT DOCOMO, Inc., Yokosuka, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080425286","display_name":"Tadanori Mizuno","orcid":"https://orcid.org/0000-0002-9831-4758"},"institutions":[{"id":"https://openalex.org/I190508380","display_name":"Aichi Institute of Technology","ror":"https://ror.org/02qsepw74","country_code":"JP","type":"education","lineage":["https://openalex.org/I190508380"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tadanori Mizuno","raw_affiliation_strings":["Faculty of Information Science, Aichi Institute of Technology, Toyota, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science, Aichi Institute of Technology, Toyota, Japan","institution_ids":["https://openalex.org/I190508380"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080607707","display_name":"Hiroshi Mineno","orcid":"https://orcid.org/0000-0002-3921-4298"},"institutions":[{"id":"https://openalex.org/I1298590031","display_name":"Shizuoka University","ror":"https://ror.org/01w6wtk13","country_code":"JP","type":"education","lineage":["https://openalex.org/I1298590031"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroshi Mineno","raw_affiliation_strings":["Graduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu, Japan","institution_ids":["https://openalex.org/I1298590031"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5063656237"],"corresponding_institution_ids":["https://openalex.org/I1298590031"],"apc_list":null,"apc_paid":null,"fwci":0.8346,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.74983222,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9751999974250793,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8367977142333984},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7128666639328003},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4528827965259552},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33134621381759644}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8367977142333984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7128666639328003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4528827965259552},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33134621381759644}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce46687.2019.9015369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce46687.2019.9015369","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 8th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2257979135","https://openalex.org/W2468115901","https://openalex.org/W2602923095","https://openalex.org/W2744184417","https://openalex.org/W2786928559","https://openalex.org/W2786932819","https://openalex.org/W2900804979","https://openalex.org/W2963296584","https://openalex.org/W6748554570"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4306904969","https://openalex.org/W2358668433","https://openalex.org/W2138720691","https://openalex.org/W2376932109","https://openalex.org/W4362501864","https://openalex.org/W2001405890","https://openalex.org/W4380318855","https://openalex.org/W2031695474"],"abstract_inverted_index":{"Fifth-generation":[0],"(5G)":[1],"mobile":[2],"communication":[3],"is":[4,19,76],"expected":[5],"to":[6,21,23,34,85],"provide":[7],"a":[8,32,61],"suitable":[9],"network":[10,17],"for":[11],"all":[12],"service":[13,27,42,91],"requirements.":[14,28],"Automation":[15],"of":[16,45,48,56,67,73,89,98],"slicing":[18],"required":[20],"respond":[22],"the":[24,36,41,46,54,57,65,71,82,87,90,93,96],"dynamically":[25],"changing":[26],"This":[29],"paper":[30],"proposes":[31],"method":[33,59,80],"allocate":[35],"radio":[37,83],"resources":[38,84],"that":[39,78],"satisfy":[40],"requirements":[43,88],"irrespective":[44],"number":[47,66,97],"slices":[49,68],"utilizing":[50],"reinforcement":[51],"learning.":[52],"From":[53],"evaluation":[55],"proposed":[58],"using":[60],"scenario,":[62],"in":[63,95],"which":[64],"fluctuates":[69],"with":[70],"passage":[72],"time,":[74],"it":[75],"clarified":[77],"this":[79],"allocates":[81],"fulfill":[86],"following":[92],"change":[94],"slices.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}