{"id":"https://openalex.org/W4225165449","doi":"https://doi.org/10.1007/s11063-022-10811-y","title":"DMADRL: A Distributed Multi-agent Deep Reinforcement Learning Algorithm for Cognitive Offloading in Dynamic MEC Networks","display_name":"DMADRL: A Distributed Multi-agent Deep Reinforcement Learning Algorithm for Cognitive Offloading in Dynamic MEC Networks","publication_year":2022,"publication_date":"2022-04-30","ids":{"openalex":"https://openalex.org/W4225165449","doi":"https://doi.org/10.1007/s11063-022-10811-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-022-10811-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-022-10811-y","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-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/A5036263896","display_name":"Meng Yi","orcid":"https://orcid.org/0000-0003-1315-5311"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meng Yi","raw_affiliation_strings":["The School of Computer Science and Engineering, Southeast University, Nanjing, 211189, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"The School of Computer Science and Engineering, Southeast University, Nanjing, 211189, Jiangsu, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025314679","display_name":"Peng Yang","orcid":"https://orcid.org/0000-0002-1184-8117"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Yang","raw_affiliation_strings":["The School of Computer Science and Engineering, Southeast University, Nanjing, 211189, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"The School of Computer Science and Engineering, Southeast University, Nanjing, 211189, Jiangsu, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046312961","display_name":"Miao Du","orcid":"https://orcid.org/0000-0002-7303-8726"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miao Du","raw_affiliation_strings":["The School of Computer Science and Engineering, Southeast University, Nanjing, 211189, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"The School of Computer Science and Engineering, Southeast University, Nanjing, 211189, Jiangsu, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052524705","display_name":"Ruochen Ma","orcid":"https://orcid.org/0000-0003-0640-2513"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruochen Ma","raw_affiliation_strings":["The School of Computer Science and Engineering, Southeast University, Nanjing, 211189, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"The School of Computer Science and Engineering, Southeast University, Nanjing, 211189, Jiangsu, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036263896"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.6294,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.81790682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"54","issue":"5","first_page":"4341","last_page":"4373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9969000220298767,"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/T13553","display_name":"Age of Information Optimization","score":0.9918000102043152,"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":0.8463374972343445},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7619749903678894},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.7388063669204712},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6630040407180786},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.5301935076713562},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5299828052520752},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5096390247344971},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.3503159284591675},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3306733965873718},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25498658418655396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25231534242630005},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.2516554594039917}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8463374972343445},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7619749903678894},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.7388063669204712},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6630040407180786},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.5301935076713562},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5299828052520752},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5096390247344971},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.3503159284591675},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3306733965873718},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25498658418655396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25231534242630005},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.2516554594039917},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-022-10811-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-022-10811-y","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3865632504","display_name":null,"funder_award_id":"2242021S30009","funder_id":"https://openalex.org/F4320335880","funder_display_name":"Fundamental Research Funds for Central Universities of the Central South University"}],"funders":[{"id":"https://openalex.org/F4320335880","display_name":"Fundamental Research Funds for Central Universities of the Central South University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1523989055","https://openalex.org/W1541741077","https://openalex.org/W1966000877","https://openalex.org/W2088692353","https://openalex.org/W2098432798","https://openalex.org/W2145339207","https://openalex.org/W2195423816","https://openalex.org/W2564810971","https://openalex.org/W2593138756","https://openalex.org/W2594560857","https://openalex.org/W2615459164","https://openalex.org/W2615926310","https://openalex.org/W2617547828","https://openalex.org/W2624989916","https://openalex.org/W2746553466","https://openalex.org/W2761458772","https://openalex.org/W2791432311","https://openalex.org/W2793978979","https://openalex.org/W2896821547","https://openalex.org/W2897066997","https://openalex.org/W2898035736","https://openalex.org/W2903874029","https://openalex.org/W2954039338","https://openalex.org/W2964015972","https://openalex.org/W2964054168","https://openalex.org/W2975417777","https://openalex.org/W3000688900","https://openalex.org/W3006025229","https://openalex.org/W3010038222","https://openalex.org/W3015267180","https://openalex.org/W3016765057","https://openalex.org/W3019721760","https://openalex.org/W3042206064","https://openalex.org/W3047266715","https://openalex.org/W3080609575","https://openalex.org/W3082278499","https://openalex.org/W3090573937","https://openalex.org/W3095411654","https://openalex.org/W3118566252","https://openalex.org/W3119413022","https://openalex.org/W3133913697","https://openalex.org/W3158914115","https://openalex.org/W3172621498","https://openalex.org/W3203725697","https://openalex.org/W3211080667"],"related_works":["https://openalex.org/W4200420173","https://openalex.org/W3120617837","https://openalex.org/W3127808443","https://openalex.org/W2916011811","https://openalex.org/W3034137700","https://openalex.org/W4362496467","https://openalex.org/W2917127270","https://openalex.org/W2902693277","https://openalex.org/W4378977105","https://openalex.org/W2796352555"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}