{"id":"https://openalex.org/W4408355143","doi":"https://doi.org/10.1109/icassp49660.2025.10888576","title":"Multi-Agent Decision Transformer for Power Control in Wireless Networks","display_name":"Multi-Agent Decision Transformer for Power Control in Wireless Networks","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408355143","doi":"https://doi.org/10.1109/icassp49660.2025.10888576"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888576","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100395354","display_name":"Yiming Zhang","orcid":"https://orcid.org/0000-0001-8700-5047"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiming Zhang","raw_affiliation_strings":["Northwestern University,Department of Electrical and Computer Engineering,Evanston,IL,USA,60208"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Department of Electrical and Computer Engineering,Evanston,IL,USA,60208","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100435639","display_name":"Kun Yang","orcid":"https://orcid.org/0000-0002-6782-6689"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kun Yang","raw_affiliation_strings":["University of Virginia,Department of Electrical and Computer Engineering,Charlottesville,VA,USA,22904"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia,Department of Electrical and Computer Engineering,Charlottesville,VA,USA,22904","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076459651","display_name":"Cong Shen","orcid":"https://orcid.org/0000-0001-5521-1612"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cong Shen","raw_affiliation_strings":["University of Virginia,Department of Electrical and Computer Engineering,Charlottesville,VA,USA,22904"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia,Department of Electrical and Computer Engineering,Charlottesville,VA,USA,22904","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081342685","display_name":"Dongning Guo","orcid":"https://orcid.org/0000-0001-9000-3480"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dongning Guo","raw_affiliation_strings":["Northwestern University,Department of Electrical and Computer Engineering,Evanston,IL,USA,60208"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Department of Electrical and Computer Engineering,Evanston,IL,USA,60208","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.8927000164985657,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.8927000164985657,"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/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.8012999892234802,"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/T12203","display_name":"Mobile Agent-Based Network Management","score":0.7990999817848206,"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":0.6223015189170837},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6142898201942444},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5878132581710815},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.5462599992752075},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.48721879720687866},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42717456817626953},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3374152183532715},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.30805015563964844},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20976200699806213},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19704127311706543},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.12251549959182739}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6223015189170837},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6142898201942444},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5878132581710815},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.5462599992752075},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.48721879720687866},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42717456817626953},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3374152183532715},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.30805015563964844},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20976200699806213},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19704127311706543},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.12251549959182739},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888576","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1970830346","https://openalex.org/W2107413438","https://openalex.org/W2116436484","https://openalex.org/W2144000019","https://openalex.org/W2788350651","https://openalex.org/W2969195240","https://openalex.org/W3096610621","https://openalex.org/W3111828395","https://openalex.org/W3169600468","https://openalex.org/W4322503173","https://openalex.org/W4386902907","https://openalex.org/W4396817492","https://openalex.org/W4404037722","https://openalex.org/W6739901393","https://openalex.org/W6757469721","https://openalex.org/W6779265984","https://openalex.org/W6796289742","https://openalex.org/W6802659552","https://openalex.org/W6869606681"],"related_works":["https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W4252076617","https://openalex.org/W1991205173","https://openalex.org/W2109048960","https://openalex.org/W2741481635","https://openalex.org/W2338537463","https://openalex.org/W2183644707","https://openalex.org/W2038165453","https://openalex.org/W2377202261"],"abstract_inverted_index":{"This":[0,124],"paper":[1],"introduces":[2],"a":[3,14,22,60,64,127],"novel":[4],"offline":[5,97],"approach":[6],"to":[7,27,79],"power":[8,49],"control":[9],"in":[10,113,134],"wireless":[11,135],"networks":[12],"using":[13,82],"multi-agent":[15,23],"reinforcement":[16],"learning":[17,98],"(MARL)":[18],"framework.":[19],"We":[20],"develop":[21],"decision":[24],"transformer":[25],"method":[26,72],"optimize":[28],"performance":[29,77],"metrics":[30],"including":[31],"sum-rate":[32,87],"or":[33],"packet":[34,91],"delay.":[35],"In":[36],"this":[37],"distributed":[38],"method,":[39],"each":[40],"agent":[41],"controls":[42],"an":[43,96],"individual":[44],"link":[45],"and":[46,56,89,109,117],"determines":[47],"its":[48,53],"level":[50],"based":[51],"on":[52],"own":[54],"measurements":[55],"information":[57],"exchange":[58],"with":[59],"few":[61],"agents":[62],"within":[63],"limited":[65],"neighborhood.Numerical":[66],"results":[67],"demonstrate":[68],"that":[69],"the":[70,114],"proposed":[71],"achieves":[73],"quality":[74],"of":[75],"service":[76],"comparable":[78],"centralized":[80],"methods":[81],"global":[83],"information,":[84],"for":[85,130],"both":[86],"maximization":[88],"traffic-driven":[90],"delay":[92],"minimization":[93],"problems.":[94],"As":[95],"solution,":[99],"it":[100],"can":[101],"efficiently":[102],"leverage":[103],"knowledge":[104],"from":[105],"existing":[106,121],"mature":[107],"techniques":[108],"offers":[110],"significant":[111],"advantages":[112],"safety,":[115],"stability,":[116],"convergence":[118],"rate":[119],"over":[120],"online":[122],"methods.":[123],"work":[125],"provides":[126],"promising":[128],"alternative":[129],"learning-based":[131],"resource":[132],"management":[133],"networks.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
