{"id":"https://openalex.org/W4206049888","doi":"https://doi.org/10.1109/tvt.2021.3134329","title":"GAN and Multi-Agent DRL Based Decentralized Traffic Light Signal Control","display_name":"GAN and Multi-Agent DRL Based Decentralized Traffic Light Signal Control","publication_year":2021,"publication_date":"2021-12-13","ids":{"openalex":"https://openalex.org/W4206049888","doi":"https://doi.org/10.1109/tvt.2021.3134329"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2021.3134329","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2021.3134329","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Vehicular Technology","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/A5100727972","display_name":"Zixin Wang","orcid":"https://orcid.org/0009-0007-7863-0298"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]},{"id":"https://openalex.org/I4210147322","display_name":"Shanghai Institute of Microsystem and Information Technology","ror":"https://ror.org/04nytyj38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210147322"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixin Wang","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China","Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210147322"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012119670","display_name":"Hanyu Zhu","orcid":"https://orcid.org/0000-0002-6800-269X"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanyu Zhu","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-6800-269X","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072065276","display_name":"Mingcheng He","orcid":"https://orcid.org/0000-0003-4747-5890"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mingcheng He","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0003-4747-5890","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041989556","display_name":"Yong Zhou","orcid":"https://orcid.org/0000-0002-7499-6256"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Zhou","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7499-6256","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038510002","display_name":"Xiliang Luo","orcid":"https://orcid.org/0000-0003-3816-6789"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiliang Luo","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3816-6789","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404886","display_name":"Ning Zhang","orcid":"https://orcid.org/0000-0002-8781-4925"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ning Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-8781-4925","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada","institution_ids":["https://openalex.org/I74413500"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4715,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.92974292,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"71","issue":"2","first_page":"1333","last_page":"1348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10524","display_name":"Traffic control and management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6593672037124634},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.6351767182350159},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6075851917266846},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5612610578536987},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5138111710548401},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4591893255710602},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4517958164215088},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44558796286582947},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.4220474660396576},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3369132876396179},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23954108357429504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17397770285606384},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.13515862822532654}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6593672037124634},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.6351767182350159},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6075851917266846},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5612610578536987},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5138111710548401},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4591893255710602},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4517958164215088},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44558796286582947},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.4220474660396576},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3369132876396179},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23954108357429504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17397770285606384},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.13515862822532654},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvt.2021.3134329","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2021.3134329","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Vehicular Technology","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-167610","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-167610","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1619256854","display_name":"\u8f66\u8054\u7f51\u4e91\u96fe\u8ba1\u7b97\u534f\u540c\u7406\u8bba\u548c\u7b97\u6cd5\u7814\u7a76","funder_award_id":"61971286","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W65472114","https://openalex.org/W1192553058","https://openalex.org/W1969758122","https://openalex.org/W2121863487","https://openalex.org/W2124657875","https://openalex.org/W2125001944","https://openalex.org/W2145339207","https://openalex.org/W2166533447","https://openalex.org/W2179076887","https://openalex.org/W2210077926","https://openalex.org/W2243721295","https://openalex.org/W2483127024","https://openalex.org/W2528054895","https://openalex.org/W2613084637","https://openalex.org/W2751512711","https://openalex.org/W2752195677","https://openalex.org/W2794842204","https://openalex.org/W2799899844","https://openalex.org/W2809148419","https://openalex.org/W2894849109","https://openalex.org/W2902048196","https://openalex.org/W2915117209","https://openalex.org/W2933570795","https://openalex.org/W2939228328","https://openalex.org/W2945991855","https://openalex.org/W2963961639","https://openalex.org/W2964749398","https://openalex.org/W2965509979","https://openalex.org/W2972848900","https://openalex.org/W2983178256","https://openalex.org/W3015402405","https://openalex.org/W3022731218","https://openalex.org/W3030840723","https://openalex.org/W3047495191","https://openalex.org/W3091194253","https://openalex.org/W3106357768","https://openalex.org/W3110101394","https://openalex.org/W3126181396","https://openalex.org/W3136849308","https://openalex.org/W3137922222","https://openalex.org/W3179586425","https://openalex.org/W3209234690","https://openalex.org/W6602570944","https://openalex.org/W6637967152","https://openalex.org/W6688475801","https://openalex.org/W6749304979","https://openalex.org/W6752380930","https://openalex.org/W6761871375","https://openalex.org/W7002173608"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2973192971","https://openalex.org/W4390341805","https://openalex.org/W3069032","https://openalex.org/W2982084411","https://openalex.org/W4210448965","https://openalex.org/W4360619413"],"abstract_inverted_index":{"Adaptive":[0],"traffic":[1,12,25,57,67,88,103,132,139,156,163,189],"light":[2,133],"signal":[3,134],"control":[4],"(ATSC)":[5],"is":[6,152,159],"a":[7,51,80,92,114],"promising":[8],"paradigm":[9],"for":[10,56,87,102],"alleviating":[11],"congestion":[13],"in":[14,44],"intelligent":[15],"transportation":[16],"systems.":[17],"Most":[18],"of":[19,79],"the":[20,75,108,118,123,169,180],"existing":[21],"methods":[22],"require":[23],"heavy":[24],"data":[26,89,140],"exchange":[27],"among":[28,144],"neighboring":[29,71,145],"intersections":[30],"to":[31,122,154,162],"achieve":[32],"collaborative":[33],"ATSC,":[34],"which":[35],"may":[36],"not":[37],"be":[38],"supported":[39],"by":[40],"bandwidth-limited":[41],"communication":[42],"links":[43],"practice.":[45],"In":[46,73],"this":[47],"article,":[48],"we":[49],"develop":[50],"communication-efficient":[52],"decentralized":[53,99,149],"ATSC":[54,100,150],"framework":[55,77,151],"networks":[58],"with":[59,69,168],"multiple":[60],"intersections,":[61],"where":[62],"each":[63,126],"intersection":[64,127],"only":[65],"exchanges":[66],"statistics":[68],"its":[70,131,137],"intersections.":[72,146],"particular,":[74],"proposed":[76,148,175],"consists":[78],"generative":[81],"adversarial":[82],"network":[83],"(GAN)":[84],"based":[85,98,135],"algorithm":[86,101,176],"recovery,":[90],"and":[91,158,187],"multi-agent":[93],"deep":[94],"reinforcement":[95],"learning":[96],"(DRL)":[97],"efficiency":[104],"enhancement.":[105],"By":[106],"adopting":[107],"value":[109],"decomposition":[110],"technique":[111],"that":[112,173],"establishes":[113],"nonlinear":[115],"mapping":[116],"from":[117],"local":[119,138],"state-action":[120],"values":[121],"global":[124],"reward,":[125],"can":[128,177],"independently":[129],"determine":[130],"on":[136],"while":[141,184],"achieving":[142],"collaboration":[143],"Our":[147],"scalable":[153],"large-scale":[155],"networks,":[157],"also":[160],"robust":[161],"flow":[164],"variations":[165],"via":[166],"interacting":[167],"environment.":[170],"Simulations":[171],"show":[172],"our":[174],"significantly":[178],"reduce":[179],"vehicle":[181],"travel":[182],"time":[183],"maintaining":[185],"high":[186],"stable":[188],"throughput.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
