{"id":"https://openalex.org/W4407937590","doi":"https://doi.org/10.1109/tits.2025.3542274","title":"Cooperative Traffic Scheduling in Transportation Network: A Knowledge Transfer Method","display_name":"Cooperative Traffic Scheduling in Transportation Network: A Knowledge Transfer Method","publication_year":2025,"publication_date":"2025-02-25","ids":{"openalex":"https://openalex.org/W4407937590","doi":"https://doi.org/10.1109/tits.2025.3542274"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2025.3542274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3542274","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/A5014453158","display_name":"Zhongwei Huang","orcid":"https://orcid.org/0000-0002-1889-1791"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongwei Huang","raw_affiliation_strings":["School of Cyber Security, Guangdong Polytechnic Normal University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1889-1791","affiliations":[{"raw_affiliation_string":"School of Cyber Security, Guangdong Polytechnic Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068296572","display_name":"Wenlong Dai","orcid":"https://orcid.org/0000-0002-0275-3175"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Wenlong Dai","raw_affiliation_strings":["School of Computer Science and Engineering, Macau University of Science and Technology, Macau, China","Macau University of Science and Technology, School of Computer Science and Engineering, Macau, Macau"],"raw_orcid":"https://orcid.org/0000-0002-0275-3175","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Macau University of Science and Technology, School of Computer Science and Engineering, Macau, Macau","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103003736","display_name":"Yuntao Zou","orcid":"https://orcid.org/0000-0002-8492-7684"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yuntao Zou","raw_affiliation_strings":["School of Computer Science and Engineering, Macau University of Science and Technology, Macau, China","Macau University of Science and Technology, School of Computer Science and Engineering, Macau, Macau"],"raw_orcid":"https://orcid.org/0000-0002-8492-7684","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Macau University of Science and Technology, School of Computer Science and Engineering, Macau, Macau","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100605483","display_name":"Dagang Li","orcid":"https://orcid.org/0000-0002-8134-0538"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Dagang Li","raw_affiliation_strings":["School of Computer Science and Engineering, Macau University of Science and Technology, Macau, China","Macau University of Science and Technology, School of Computer Science and Engineering, Macau, Macau"],"raw_orcid":"https://orcid.org/0000-0002-8134-0538","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Macau University of Science and Technology, Macau, China","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Macau University of Science and Technology, School of Computer Science and Engineering, Macau, Macau","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100743430","display_name":"Jun Cai","orcid":"https://orcid.org/0000-0003-1695-483X"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Cai","raw_affiliation_strings":["School of Cyber Security, Guangdong Polytechnic Normal University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1695-483X","affiliations":[{"raw_affiliation_string":"School of Cyber Security, Guangdong Polytechnic Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041854978","display_name":"Thippa Reddy Gadekallu","orcid":"https://orcid.org/0000-0003-0097-801X"},"institutions":[{"id":"https://openalex.org/I1284762954","display_name":"Zhejiang A & F University","ror":"https://ror.org/02vj4rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I1284762954"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Thippa Reddy Gadekallu","raw_affiliation_strings":["College of Mathematics and Computer Science, Zhejiang A&F University, Hangzhou, China","College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0097-801X","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A&F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]},{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100391896","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-1717-5785"},"institutions":[{"id":"https://openalex.org/I4388482657","display_name":"Shenzhen MSU-BIT University","ror":"https://ror.org/02q963474","country_code":null,"type":"education","lineage":["https://openalex.org/I4388482657"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Guangdong-Hong Kong-Macao Joint Laboratory for Emotional Intelligence and Pervasive Computing, Artificial Intelligence Research Institute, Shenzhen MSU-BIT University, Shenzhen, China","Artificial Intelligence Research Institute, Guangdong-Hong Kong-Macao Joint Laboratory for Emotional Intelligence and Pervasive Computing, Shenzhen MSU-BIT University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-1717-5785","affiliations":[{"raw_affiliation_string":"Guangdong-Hong Kong-Macao Joint Laboratory for Emotional Intelligence and Pervasive Computing, Artificial Intelligence Research Institute, Shenzhen MSU-BIT University, Shenzhen, China","institution_ids":["https://openalex.org/I4388482657"]},{"raw_affiliation_string":"Artificial Intelligence Research Institute, Guangdong-Hong Kong-Macao Joint Laboratory for Emotional Intelligence and Pervasive Computing, Shenzhen MSU-BIT University, Shenzhen, China","institution_ids":["https://openalex.org/I4388482657"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.7179,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93600024,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"27","issue":"2","first_page":"2631","last_page":"2643"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.8971999883651733,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.8971999883651733,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.8226000070571899,"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/scheduling","display_name":"Scheduling (production processes)","score":0.5856971740722656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.584816575050354},{"id":"https://openalex.org/keywords/flow-network","display_name":"Flow network","score":0.43645432591438293},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.35883936285972595},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3358154594898224},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3266606628894806},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2721441388130188},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.14587989449501038},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.09834536910057068},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08877861499786377}],"concepts":[{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5856971740722656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.584816575050354},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.43645432591438293},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.35883936285972595},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3358154594898224},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3266606628894806},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2721441388130188},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.14587989449501038},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.09834536910057068},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08877861499786377}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2025.3542274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3542274","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":[],"awards":[{"id":"https://openalex.org/G3865082157","display_name":null,"funder_award_id":"2019YFB1804400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4425531939","display_name":null,"funder_award_id":"0095/2023/RIA2","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"}],"funders":[{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2125001944","https://openalex.org/W2613070411","https://openalex.org/W2737904742","https://openalex.org/W2964749398","https://openalex.org/W2998332605","https://openalex.org/W3014845548","https://openalex.org/W3019329939","https://openalex.org/W3133741656","https://openalex.org/W3157870065","https://openalex.org/W3164427039","https://openalex.org/W3166413890","https://openalex.org/W3174666066","https://openalex.org/W3198724651","https://openalex.org/W3202928841","https://openalex.org/W3214679404","https://openalex.org/W4206007985","https://openalex.org/W4206867326","https://openalex.org/W4213230486","https://openalex.org/W4282943221","https://openalex.org/W4285065461","https://openalex.org/W4293198051","https://openalex.org/W4312812839","https://openalex.org/W4379193841","https://openalex.org/W4379469740","https://openalex.org/W4382933808","https://openalex.org/W4383219232","https://openalex.org/W4385327228","https://openalex.org/W4385568286","https://openalex.org/W4385833503","https://openalex.org/W4390492454","https://openalex.org/W4391929615","https://openalex.org/W4392796643","https://openalex.org/W4397026309","https://openalex.org/W4399767788","https://openalex.org/W4400606219","https://openalex.org/W4402401590"],"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/W2025955409","https://openalex.org/W1577301438","https://openalex.org/W2065514426"],"abstract_inverted_index":{"Deep":[0],"reinforcement":[1],"learning":[2,69],"(DRL)":[3],"has":[4,149],"shown":[5],"significant":[6,150],"potential":[7],"in":[8],"adaptive":[9],"traffic":[10,18,59,119],"signal":[11],"control":[12],"(ATSC)":[13],"by":[14,37,127,136],"adapting":[15],"to":[16,28,56,75,96,117,129,138],"real-time":[17],"conditions.":[19],"However,":[20],"controlling":[21],"multiple":[22,62],"intersections":[23],"faces":[24],"challenges,":[25],"mainly":[26],"due":[27],"the":[29,103,124,133,142],"isolated":[30],"actions":[31],"of":[32,106],"agents":[33,74],"and":[34,85,101,120,131,156],"non-stationary":[35],"caused":[36],"other":[38],"intersections.":[39,63],"To":[40],"address":[41],"these":[42],"issues,":[43],"this":[44],"paper":[45],"proposes":[46],"a":[47,66],"novel":[48],"knowledge":[49,67,77,98,107],"collaboration-based":[50],"actor-critic":[51],"policy":[52],"gradient":[53],"(KCACPG)":[54],"method":[55,148],"achieve":[57],"cooperative":[58],"scheduling":[60],"across":[61,78],"KCACPG":[64,87,113],"includes":[65],"collaboration":[68],"mechanism":[70,95],"that":[71,112],"allows":[72],"heterogeneous":[73],"exchange":[76],"experience":[79,93],"tuples,":[80],"achieving":[81],"globally":[82],"optimal":[83],"decision-making":[84],"coordination.":[86],"also":[88],"integrates":[89],"an":[90],"off-policy":[91],"prioritized":[92],"replay":[94],"improve":[97],"reuse":[99],"efficiency":[100],"reduce":[102],"negative":[104],"impact":[105],"transfer.":[108],"Simulation":[109],"results":[110],"show":[111],"converges":[114],"quickly,":[115],"generalizes":[116],"fluctuant":[118],"load":[121],"well,":[122],"improves":[123],"network":[125],"throughput":[126],"up":[128,137],"17.8%,":[130],"reduces":[132],"pressure":[134],"imbalance":[135],"11.6%":[139],"compared":[140],"with":[141],"existing":[143],"collaborative":[144],"methods.":[145],"The":[146],"proposed":[147],"implications":[151],"for":[152],"intelligent":[153],"transportation":[154],"systems":[155],"smart":[157],"cities.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}