{"id":"https://openalex.org/W2922381956","doi":"https://doi.org/10.1109/access.2019.2905589","title":"A Reinforcement Learning Based Smart Cache Strategy for Cache-Aided Ultra-Dense Network","display_name":"A Reinforcement Learning Based Smart Cache Strategy for Cache-Aided Ultra-Dense Network","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2922381956","doi":"https://doi.org/10.1109/access.2019.2905589","mag":"2922381956"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2905589","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2905589","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08668417.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08668417.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101843238","display_name":"Wei Li","orcid":"https://orcid.org/0000-0003-1353-9809"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Li","raw_affiliation_strings":["National Key Laboratory of Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384682","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0002-0926-4761"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["National Key Laboratory of Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101726280","display_name":"Guoyong Zhang","orcid":"https://orcid.org/0000-0002-6363-3169"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoyong Zhang","raw_affiliation_strings":["National Key Laboratory of Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361128","display_name":"Li Li","orcid":"https://orcid.org/0000-0002-2587-843X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["National Key Laboratory of Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070401474","display_name":"Ze Dang","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ze Dang","raw_affiliation_strings":["National Key Laboratory of Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020825307","display_name":"Shaoqian Li","orcid":"https://orcid.org/0000-0001-7030-3195"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoqian Li","raw_affiliation_strings":["National Key Laboratory of Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101843238"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.9,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.94045619,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"39390","last_page":"39401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":1.0,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.96670001745224,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8705065250396729},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.8605790138244629},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7973012328147888},{"id":"https://openalex.org/keywords/smart-cache","display_name":"Smart Cache","score":0.49571216106414795},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4832690358161926},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.46729543805122375},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42128023505210876},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.41756486892700195},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4161240756511688},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38024190068244934},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3673039674758911},{"id":"https://openalex.org/keywords/cache-algorithms","display_name":"Cache algorithms","score":0.34972530603408813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32348716259002686},{"id":"https://openalex.org/keywords/cpu-cache","display_name":"CPU cache","score":0.287214994430542},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.15767782926559448},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08155164122581482}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8705065250396729},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.8605790138244629},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7973012328147888},{"id":"https://openalex.org/C167713795","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"Smart Cache","level":5,"score":0.49571216106414795},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4832690358161926},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.46729543805122375},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42128023505210876},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.41756486892700195},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4161240756511688},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38024190068244934},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3673039674758911},{"id":"https://openalex.org/C38556500","wikidata":"https://www.wikidata.org/wiki/Q13404475","display_name":"Cache algorithms","level":4,"score":0.34972530603408813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32348716259002686},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.287214994430542},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.15767782926559448},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08155164122581482},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2905589","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2905589","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08668417.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:092cd5cd21404e79bffaefa23415d135","is_oa":true,"landing_page_url":"https://doaj.org/article/092cd5cd21404e79bffaefa23415d135","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 39390-39401 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2905589","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2905589","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08668417.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[{"id":"https://openalex.org/G1076185922","display_name":null,"funder_award_id":"6147109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1533464282","display_name":null,"funder_award_id":"61471099","funder_id":"https://openalex.org/F4320326932","funder_display_name":"National Key Laboratory of Science and Technology on Communications"},{"id":"https://openalex.org/G172761906","display_name":null,"funder_award_id":"IFN2018214","funder_id":"https://openalex.org/F4320326932","funder_display_name":"National Key Laboratory of Science and Technology on Communications"},{"id":"https://openalex.org/G2081036478","display_name":null,"funder_award_id":"IFN2018214","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3296784210","display_name":null,"funder_award_id":"61471099","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4157776713","display_name":null,"funder_award_id":"2018YFC0807101","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4508534456","display_name":null,"funder_award_id":"6141B06","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4811743277","display_name":null,"funder_award_id":"2018YFC","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4844724326","display_name":null,"funder_award_id":"6141B062901","funder_id":"https://openalex.org/F4320325551","funder_display_name":"National Defense Pre-Research Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6539976623","display_name":null,"funder_award_id":"IFN2018214","funder_id":"https://openalex.org/F4320325551","funder_display_name":"National Defense Pre-Research Foundation of China"},{"id":"https://openalex.org/G6976164207","display_name":null,"funder_award_id":"61471099","funder_id":"https://openalex.org/F4320325551","funder_display_name":"National Defense Pre-Research Foundation of China"},{"id":"https://openalex.org/G7540779438","display_name":null,"funder_award_id":"9020302","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325551","display_name":"National Defense Pre-Research Foundation of China","ror":null},{"id":"https://openalex.org/F4320326932","display_name":"National Key Laboratory of Science and Technology on Communications","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2922381956.pdf","grobid_xml":"https://content.openalex.org/works/W2922381956.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W276602078","https://openalex.org/W1626605606","https://openalex.org/W1767905185","https://openalex.org/W1932847118","https://openalex.org/W2062261051","https://openalex.org/W2098000549","https://openalex.org/W2141823645","https://openalex.org/W2201581102","https://openalex.org/W2213621529","https://openalex.org/W2219888463","https://openalex.org/W2258632262","https://openalex.org/W2282641050","https://openalex.org/W2325237720","https://openalex.org/W2398409936","https://openalex.org/W2402144811","https://openalex.org/W2419597278","https://openalex.org/W2425152312","https://openalex.org/W2489913142","https://openalex.org/W2503158655","https://openalex.org/W2615973733","https://openalex.org/W2746390786","https://openalex.org/W2756144809","https://openalex.org/W2761125797","https://openalex.org/W2919115771","https://openalex.org/W2951799221","https://openalex.org/W2953384591","https://openalex.org/W2962801070","https://openalex.org/W2962996369","https://openalex.org/W2963805754","https://openalex.org/W2964021722","https://openalex.org/W2964130156","https://openalex.org/W3100640070","https://openalex.org/W3103833233","https://openalex.org/W3104675965","https://openalex.org/W3122800475","https://openalex.org/W4214717370","https://openalex.org/W4298857966","https://openalex.org/W6695477072","https://openalex.org/W6717177883"],"related_works":["https://openalex.org/W2031173804","https://openalex.org/W2114386333","https://openalex.org/W2509523906","https://openalex.org/W2363769136","https://openalex.org/W2148571123","https://openalex.org/W3085471909","https://openalex.org/W2041820064","https://openalex.org/W198173854","https://openalex.org/W2404820046","https://openalex.org/W2324141783"],"abstract_inverted_index":{"The":[0,82,137],"integration":[1],"of":[2,14,33,45,74,111,123,133,146,148],"caching":[3,53,84,135,159],"and":[4,28,49,80,108,125],"ultra-dense":[5],"network":[6,26],"(UDN)":[7],"can":[8,151],"not":[9],"only":[10],"improve":[11,24,56,130],"the":[12,25,34,57,62,72,75,100,106,112,117,121,131,142,149],"efficiency":[13,31],"content":[15,20,77],"retrieval":[16],"by":[17,155],"reducing":[18],"duplicate":[19],"transmissions":[21],"but":[22],"also":[23],"throughput":[27],"system":[29,58],"energy":[30,42],"(EE)":[32],"UDN.":[35],"In":[36],"this":[37,134],"paper,":[38],"we":[39,65],"focus":[40],"on":[41],"consumption":[43],"aspects":[44],"cache-aided":[46],"UDN":[47],"(CUDN)":[48],"develop":[50],"a":[51,67,87,95],"novel":[52],"strategy":[54,85],"to":[55,98,116,129],"EE.":[59],"Different":[60],"from":[61],"existing":[63],"researches,":[64],"consider":[66],"more":[68],"realistic":[69],"scenario":[70],"where":[71],"popularity":[73],"cache":[76],"is":[78,86],"dynamic":[79],"unknown.":[81],"proposed":[83,158],"deep":[88,96,113,126],"reinforcement":[89],"learning":[90,127],"(DRL)-based":[91],"approach":[92],"that":[93,141],"uses":[94],"Q-network":[97,114],"approximate":[99],"Q":[101],"action-value":[102],"function.":[103],"We":[104],"optimize":[105],"structure":[107],"corresponding":[109],"parameters":[110],"according":[115],"latest":[118],"findings":[119],"in":[120,144],"field":[122],"DRL":[124],"(DL)":[128],"performance":[132,143],"strategy.":[136,160],"simulation":[138],"results":[139],"show":[140],"terms":[145],"EE":[147],"CUDN":[150],"be":[152],"significantly":[153],"improved":[154],"using":[156],"our":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}