{"id":"https://openalex.org/W4410949788","doi":"https://doi.org/10.1109/tits.2025.3572097","title":"Sequential Decision MARL for Adaptive Traffic Signal Control With Different Intersections Priorities","display_name":"Sequential Decision MARL for Adaptive Traffic Signal Control With Different Intersections Priorities","publication_year":2025,"publication_date":"2025-06-02","ids":{"openalex":"https://openalex.org/W4410949788","doi":"https://doi.org/10.1109/tits.2025.3572097"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2025.3572097","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3572097","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","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/A5056723591","display_name":"Wanting Liu","orcid":"https://orcid.org/0000-0001-5009-3901"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanting Liu","raw_affiliation_strings":["College of Information Science and Technology, Dalian Maritime University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007940280","display_name":"Chengwei Zhang","orcid":"https://orcid.org/0000-0002-9157-6050"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengwei Zhang","raw_affiliation_strings":["College of Information Science and Technology, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-9157-6050","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kailing Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kailing Zhou","raw_affiliation_strings":["College of Information Science and Technology, Dalian Maritime University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100709213","display_name":"Yihong Li","orcid":"https://orcid.org/0000-0002-6746-3582"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihong Li","raw_affiliation_strings":["College of Information Science and Technology, Dalian Maritime University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083404415","display_name":"Furui Zhan","orcid":"https://orcid.org/0000-0002-0273-2665"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Furui Zhan","raw_affiliation_strings":["College of Information Science and Technology, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-0273-2665","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027220635","display_name":"Wanli Xue","orcid":"https://orcid.org/0000-0002-6031-9334"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanli Xue","raw_affiliation_strings":["School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-6031-9334","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100418997","display_name":"Rong Chen","orcid":"https://orcid.org/0000-0001-5848-6398"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Chen","raw_affiliation_strings":["College of Information Science and Technology, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-5848-6398","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2296,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77772164,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"26","issue":"7","first_page":"9799","last_page":"9811"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9642999768257141,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9642999768257141,"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/T10524","display_name":"Traffic control and management","score":0.9326000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/marl","display_name":"Marl","score":0.5399184226989746},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.519598662853241},{"id":"https://openalex.org/keywords/traffic-signal","display_name":"Traffic signal","score":0.5065890550613403},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5021891593933105},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.49517622590065},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.41614586114883423},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.39358532428741455},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3240665793418884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2510843575000763},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.21111741662025452},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1348722279071808}],"concepts":[{"id":"https://openalex.org/C92927620","wikidata":"https://www.wikidata.org/wiki/Q184053","display_name":"Marl","level":3,"score":0.5399184226989746},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.519598662853241},{"id":"https://openalex.org/C2987419075","wikidata":"https://www.wikidata.org/wiki/Q8004","display_name":"Traffic signal","level":2,"score":0.5065890550613403},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5021891593933105},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.49517622590065},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.41614586114883423},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.39358532428741455},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3240665793418884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2510843575000763},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.21111741662025452},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1348722279071808},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2025.3572097","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3572097","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G1592249304","display_name":null,"funder_award_id":"62020106004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4069494376","display_name":null,"funder_award_id":"ZR2022LZH002","funder_id":"https://openalex.org/F4320336925","funder_display_name":"Shandong Provincial Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5370040448","display_name":null,"funder_award_id":"92048301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8062198870","display_name":null,"funder_award_id":"62376197","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8563407460","display_name":null,"funder_award_id":"62376048","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/F4320336925","display_name":"Shandong Provincial Postdoctoral Science Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1516835682","https://openalex.org/W2145339207","https://openalex.org/W2809148419","https://openalex.org/W2904065660","https://openalex.org/W2913364981","https://openalex.org/W2915117209","https://openalex.org/W2945991855","https://openalex.org/W2963925437","https://openalex.org/W2964749398","https://openalex.org/W2983178256","https://openalex.org/W2998187693","https://openalex.org/W3011507876","https://openalex.org/W3136849308","https://openalex.org/W3173760308","https://openalex.org/W3175224103","https://openalex.org/W3190316676","https://openalex.org/W4284879547","https://openalex.org/W4285104771","https://openalex.org/W4360584306","https://openalex.org/W4385067564","https://openalex.org/W4385568146","https://openalex.org/W4385763866","https://openalex.org/W4394856321","https://openalex.org/W6747941106","https://openalex.org/W6768539364","https://openalex.org/W6838682728","https://openalex.org/W6841070564"],"related_works":["https://openalex.org/W2126019709","https://openalex.org/W1702901972","https://openalex.org/W4249798507","https://openalex.org/W2069775250","https://openalex.org/W2032294417","https://openalex.org/W2393348402","https://openalex.org/W2242021741","https://openalex.org/W2377015873","https://openalex.org/W2605253768","https://openalex.org/W2392201083"],"abstract_inverted_index":{"Existing":[0],"multi-agent":[1],"reinforcement":[2],"learning":[3,157],"(MARL)":[4],"in":[5,42,112,125,183],"adaptive":[6],"traffic":[7,26,88,233],"signal":[8],"control":[9,14],"(ATSC)":[10],"typically":[11],"models":[12],"cooperative":[13,20,98,136],"of":[15,28,90,100,159,170,215],"multiple":[16],"intersections":[17,29,48,72],"as":[18],"a":[19,105,135,184],"Markov":[21,60],"game,":[22],"optimizing":[23],"the":[24,31,40,58,65,87,121,126,150,156,168,189,213,237],"average":[25],"efficiency":[27,89,234],"with":[30],"same":[32,190],"emphasis.":[33],"However,":[34],"it":[35],"is":[36,146],"insufficient":[37],"to":[38,85,148,195],"meet":[39],"requirements":[41,99],"real":[43],"ATSC":[44,216],"scenarios":[45],"when":[46],"all":[47,178],"are":[49,102,207],"treated":[50],"equally.":[51],"To":[52,164],"this":[53,55],"end,":[54],"work":[56],"proposes":[57],"Captain-Member":[59],"Game":[61],"(CM-MG)":[62],"that":[63,154,228],"considers":[64],"different":[66],"priorities":[67],"between":[68],"intersections.":[69,243],"CM-MG":[70,101],"categorizes":[71],"into":[73],"special":[74,242],"and":[75,82,92,115,162,222,241],"ordinary":[76],"intersections,":[77,171],"controlled":[78],"by":[79,167,187],"captain":[80],"agents":[81,84,179],"member":[83],"optimize":[86],"local":[91],"overall":[93,238],"road":[94,127,239],"networks,":[95],"respectively.":[96],"The":[97],"achieved":[103],"through":[104,219],"sequential":[106],"decision-making":[107],"principle.":[108],"Captains":[109],"have":[110,226],"priority":[111],"choosing":[113],"actions,":[114],"members":[116],"make":[117,180],"decisions":[118,181],"sequentially,":[119],"following":[120],"breadth-first":[122],"traversal":[123],"order":[124,186],"network":[128,240],"after":[129],"obtaining":[130],"their":[131],"precursors\u2019":[132],"intentions.":[133],"Then,":[134],"MARL":[137],"algorithm,":[138],"i.e,":[139],"Sequential":[140],"Decision":[141],"Deep":[142],"Graph":[143],"Network":[144],"(GNSD-Light),":[145],"proposed":[147],"learn":[149],"optimal":[151],"joint":[152],"policy":[153],"meets":[155],"goals":[158],"both":[160,236],"captains":[161],"members.":[163],"be":[165],"unrestricted":[166],"scales":[169],"GNSD-Light":[172,210],"adopts":[173],"an":[174],"autoregressive":[175],"framework":[176],"where":[177],"sequentially":[182],"predetermined":[185],"sharing":[188],"decision":[191],"model.":[192],"In":[193],"addition,":[194],"obtain":[196],"sufficient":[197],"state":[198],"representation,":[199],"two":[200],"relative":[201],"position":[202],"encoding-based":[203],"spatiotemporal":[204],"representation":[205],"modules":[206],"designed":[208],"for":[209],"based":[211],"on":[212],"characteristics":[214],"scenarios.":[217],"Finally,":[218],"adequate":[220],"experiments":[221],"qualitative":[223],"analysis,":[224],"we":[225],"confirmed":[227],"our":[229],"method":[230],"effectively":[231],"balances":[232],"among":[235]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}