{"id":"https://openalex.org/W4400234346","doi":"https://doi.org/10.1109/noms59830.2024.10575318","title":"Distributed Intelligence for Automated 6G Network Management Using Reinforcement Learning","display_name":"Distributed Intelligence for Automated 6G Network Management Using Reinforcement Learning","publication_year":2024,"publication_date":"2024-05-06","ids":{"openalex":"https://openalex.org/W4400234346","doi":"https://doi.org/10.1109/noms59830.2024.10575318"},"language":"en","primary_location":{"id":"doi:10.1109/noms59830.2024.10575318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms59830.2024.10575318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2024-2024 IEEE Network Operations and Management Symposium","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/A5042426939","display_name":"Sayantini Majumdar","orcid":"https://orcid.org/0000-0001-5002-7349"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sayantini Majumdar","raw_affiliation_strings":["Huawei Technologies,Munich Research Center,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies,Munich Research Center,Germany","institution_ids":["https://openalex.org/I4210129353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040544054","display_name":"Susanna Schwarzmann","orcid":"https://orcid.org/0000-0002-3705-7559"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Susanna Schwarzmann","raw_affiliation_strings":["Huawei Technologies,Munich Research Center,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies,Munich Research Center,Germany","institution_ids":["https://openalex.org/I4210129353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089631314","display_name":"Riccardo Trivisonno","orcid":"https://orcid.org/0000-0003-4190-5781"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Riccardo Trivisonno","raw_affiliation_strings":["Huawei Technologies,Munich Research Center,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies,Munich Research Center,Germany","institution_ids":["https://openalex.org/I4210129353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060144977","display_name":"Georg Carle","orcid":"https://orcid.org/0000-0002-2347-1839"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Georg Carle","raw_affiliation_strings":["Technical University of Munich,Dept. of Informatics,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich,Dept. of Informatics,Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1856,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47612072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9375,"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":0.9375,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7680929899215698},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7299549579620361},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46298494935035706}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7680929899215698},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7299549579620361},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46298494935035706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/noms59830.2024.10575318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms59830.2024.10575318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2024-2024 IEEE Network Operations and Management Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2891705554","https://openalex.org/W2995937146","https://openalex.org/W3011830499","https://openalex.org/W3209352982","https://openalex.org/W4206745731","https://openalex.org/W4207084068","https://openalex.org/W4287889573","https://openalex.org/W4315777454","https://openalex.org/W4378473300","https://openalex.org/W4388837996","https://openalex.org/W4400233585","https://openalex.org/W6768539364"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4306904969","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2138720691","https://openalex.org/W2376932109","https://openalex.org/W4362501864","https://openalex.org/W2001405890"],"abstract_inverted_index":{"The":[0],"deployment":[1],"of":[2,42,101],"network":[3,27],"elements":[4],"in":[5,73,86],"6G":[6],"is":[7],"expected":[8],"to":[9,31,34],"be":[10,70],"significantly":[11],"more":[12],"distributed":[13,26,55,67],"than":[14],"the":[15,40,45,83,87,92,99],"existing":[16],"5G":[17],"deployments.":[18,28],"Distributed":[19],"management":[20,56],"paradigms":[21],"are":[22,57,61],"compatible":[23],"with":[24],"such":[25],"Further,":[29],"owing":[30],"their":[32],"ability":[33],"solve":[35],"complex":[36],"problems":[37],"by":[38],"evaluating":[39],"impact":[41],"actions":[43],"on":[44,50,82],"environment,":[46],"intelligent":[47],"solutions":[48],"based":[49],"Reinforcement":[51],"Learning":[52],"(RL)":[53],"for":[54,98],"promising.":[58],"However,":[59],"there":[60],"still":[62],"several":[63],"unsolved":[64],"challenges":[65],"before":[66],"intelligence":[68],"could":[69],"seamlessly":[71],"integrated":[72],"6G.":[74],"This":[75],"work":[76],"defines":[77],"relevant":[78],"research":[79],"questions,":[80],"reports":[81],"progress":[84],"made":[85],"PhD":[88],"project":[89],"and":[90,95],"presents":[91],"next":[93],"steps":[94],"future":[96],"directions":[97],"advancement":[100],"this":[102],"topic.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}