{"id":"https://openalex.org/W2153029000","doi":"https://doi.org/10.1093/comjnl/bxt126","title":"Cell Transmission Model-Based Multiagent Q-Learning for Network-Scale Signal Control With Transit Priority","display_name":"Cell Transmission Model-Based Multiagent Q-Learning for Network-Scale Signal Control With Transit Priority","publication_year":2013,"publication_date":"2013-11-17","ids":{"openalex":"https://openalex.org/W2153029000","doi":"https://doi.org/10.1093/comjnl/bxt126","mag":"2153029000"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxt126","is_oa":true,"landing_page_url":"https://doi.org/10.1093/comjnl/bxt126","pdf_url":"https://academic.oup.com/comjnl/article-pdf/57/3/451/1135913/bxt126.pdf","source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/comjnl/article-pdf/57/3/451/1135913/bxt126.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043615504","display_name":"Pitipong Chanloha","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"P. Chanloha","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, Chulalongkorn University, Patumwan, Bangkok 10330, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Chulalongkorn University, Patumwan, Bangkok 10330, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021020260","display_name":"Jatuporn Chinrungrueng","orcid":"https://orcid.org/0009-0000-3476-5819"},"institutions":[{"id":"https://openalex.org/I14316845","display_name":"National Electronics and Computer Technology Center","ror":"https://ror.org/04z82ry91","country_code":"TH","type":"government","lineage":["https://openalex.org/I1332092204","https://openalex.org/I14316845"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"J. Chinrungrueng","raw_affiliation_strings":["National Electronics and Computer Technology Center, Thailand Science Park, Klong Luang, Pathumthani 12120, Thailand"],"affiliations":[{"raw_affiliation_string":"National Electronics and Computer Technology Center, Thailand Science Park, Klong Luang, Pathumthani 12120, Thailand","institution_ids":["https://openalex.org/I14316845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091523373","display_name":"Wipawee Usaha","orcid":"https://orcid.org/0000-0002-2074-4600"},"institutions":[{"id":"https://openalex.org/I82475049","display_name":"Suranaree University of Technology","ror":"https://ror.org/05sgb8g78","country_code":"TH","type":"education","lineage":["https://openalex.org/I82475049"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"W. Usaha","raw_affiliation_strings":["School of Telecommunication Engineering, Institute of Engineering, Suranaree University of Technology, Muang district, Nakhon Ratchasima 30000, Thailand"],"affiliations":[{"raw_affiliation_string":"School of Telecommunication Engineering, Institute of Engineering, Suranaree University of Technology, Muang district, Nakhon Ratchasima 30000, Thailand","institution_ids":["https://openalex.org/I82475049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007088852","display_name":"Chaodit Aswakul","orcid":"https://orcid.org/0000-0003-2604-3933"},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"C. Aswakul","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, Chulalongkorn University, Patumwan, Bangkok 10330, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Chulalongkorn University, Patumwan, Bangkok 10330, Thailand","institution_ids":["https://openalex.org/I158708052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007088852"],"corresponding_institution_ids":["https://openalex.org/I158708052"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":0.5088,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74911063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"57","issue":"3","first_page":"451","last_page":"468"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9994000196456909,"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":0.9994000196456909,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9940000176429749,"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"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9760000109672546,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bus-rapid-transit","display_name":"Bus rapid transit","score":0.721590518951416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7107475399971008},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5801804065704346},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.46986302733421326},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.427276074886322},{"id":"https://openalex.org/keywords/cell-transmission-model","display_name":"Cell Transmission Model","score":0.425968736410141},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.41881808638572693},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3654485046863556},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3283533453941345},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.3087429702281952},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23406368494033813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15986227989196777},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15376463532447815},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.15342846512794495},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.1423599123954773}],"concepts":[{"id":"https://openalex.org/C2779697334","wikidata":"https://www.wikidata.org/wiki/Q2878855","display_name":"Bus rapid transit","level":3,"score":0.721590518951416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7107475399971008},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5801804065704346},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.46986302733421326},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.427276074886322},{"id":"https://openalex.org/C139417690","wikidata":"https://www.wikidata.org/wiki/Q5058168","display_name":"Cell Transmission Model","level":3,"score":0.425968736410141},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.41881808638572693},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3654485046863556},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3283533453941345},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3087429702281952},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23406368494033813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15986227989196777},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15376463532447815},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.15342846512794495},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.1423599123954773},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1093/comjnl/bxt126","is_oa":true,"landing_page_url":"https://doi.org/10.1093/comjnl/bxt126","pdf_url":"https://academic.oup.com/comjnl/article-pdf/57/3/451/1135913/bxt126.pdf","source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.882.8626","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.882.8626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://comjnl.oxfordjournals.org/content/57/3/451.full.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1093/comjnl/bxt126","is_oa":true,"landing_page_url":"https://doi.org/10.1093/comjnl/bxt126","pdf_url":"https://academic.oup.com/comjnl/article-pdf/57/3/451/1135913/bxt126.pdf","source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321557","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58"},{"id":"https://openalex.org/F4320322437","display_name":"National Science and Technology Development Agency","ror":"https://ror.org/04vy95b61"},{"id":"https://openalex.org/F4320335223","display_name":"Thailand Graduate Institute of Science and Technology","ror":"https://ror.org/02edr8z79"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2153029000.pdf","grobid_xml":"https://content.openalex.org/works/W2153029000.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W835190738","https://openalex.org/W773417482","https://openalex.org/W4221165949","https://openalex.org/W2043037536","https://openalex.org/W4210912933","https://openalex.org/W2096848550","https://openalex.org/W2041350096","https://openalex.org/W3158304547","https://openalex.org/W2886410984","https://openalex.org/W2144028119"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,37,54,84,89,99,118,161,166,173,180,183,199,203],"development":[4],"of":[5,48,65,103,120,130,153,182,198,202],"a":[6,15,19,63,69,104],"new":[7],"framework":[8],"to":[9,62,96],"control":[10,195],"traffic":[11,40,177],"signal":[12,41,204],"lights":[13],"for":[14],"road":[16,175],"network":[17,49,64],"with":[18,68,75,98,156,172],"recently":[20],"introduced":[21],"bus":[22],"rapid":[23],"transit":[24],"(BRT)":[25],"system.":[26,185],"By":[27],"applying":[28],"automated":[29],"goal-directed":[30],"learning":[31],"and":[32,136,176,192],"decision-making":[33],"called":[34],"reinforcement":[35],"learning,":[36],"best":[38],"possible":[39],"actions":[42],"can":[43],"be":[44],"sought":[45],"upon":[46],"changes":[47],"states":[50],"as":[51,115,117,141,143],"modelled":[52],"by":[53,83,160],"signalized":[55,91],"cell":[56],"transmission":[57],"model":[58],"(CTM).":[59],"An":[60],"extension":[61],"cascading":[66],"interactions":[67],"BRT":[70,85,105,111,121,135,154,184],"system":[71,86,155],"has":[72,93,148],"been":[73,94,124,149],"proposed":[74,188],"simple":[76],"uni-directional":[77],"flows":[78],"without":[79],"turning":[80],"movements.":[81],"Motivated":[82],"in":[87,170],"Thailand,":[88],"conventional":[90],"CTM":[92],"generalized":[95],"cope":[97],"preplanned":[100],"space-usage":[101],"priority":[102,194],"over":[106],"other":[107,138],"non-priority":[108,139],"vehicles.":[109],"A":[110],"physical":[112],"lane":[113,158,162],"separator":[114,163],"well":[116,142],"location":[119],"stations":[122,147],"have":[123],"explicitly":[125],"modelled.":[126],"The":[127,151],"delay":[128,169],"function":[129],"both":[131],"carried":[132],"passengers":[133,145],"on":[134,137],"vehicles":[140],"waiting":[144],"at":[146],"introduced.":[150],"deployment":[152],"one":[157],"deducted":[159],"cannot":[164],"reduce":[165],"total":[167],"passenger":[168],"comparison":[171],"same":[174],"condition":[178],"before":[179],"installation":[181],"Moreover,":[186],"our":[187],"method":[189],"outperforms":[190],"preemptive":[191],"differential":[193],"methods":[196],"because":[197],"improved":[200],"awareness":[201],"switching":[205],"cost.":[206]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}