{"id":"https://openalex.org/W2761656023","doi":"https://doi.org/10.1080/15472450.2017.1387546","title":"Learning-based traffic signal control algorithms with neighborhood information sharing: An application for sustainable mobility","display_name":"Learning-based traffic signal control algorithms with neighborhood information sharing: An application for sustainable mobility","publication_year":2017,"publication_date":"2017-10-04","ids":{"openalex":"https://openalex.org/W2761656023","doi":"https://doi.org/10.1080/15472450.2017.1387546","mag":"2761656023"},"language":"en","primary_location":{"id":"doi:10.1080/15472450.2017.1387546","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15472450.2017.1387546","pdf_url":null,"source":{"id":"https://openalex.org/S172631016","display_name":"Journal of Intelligent Transportation Systems","issn_l":"1547-2442","issn":["1547-2442","1547-2450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Transportation Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1415195","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010169914","display_name":"H. M. Abdul Aziz","orcid":"https://orcid.org/0000-0002-8135-4577"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"H. M. Abdul Aziz","raw_affiliation_strings":["Oak Ridge National Laboratory, Urban Dynamics Institute, 1 Bethel Valley Road, TN, USA"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Urban Dynamics Institute, 1 Bethel Valley Road, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031222391","display_name":"Feng Zhu","orcid":"https://orcid.org/0000-0002-9814-6053"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Zhu","raw_affiliation_strings":["Lyles School of Civil Engineering, Purdue University, 550 Stadium Mall Drive, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Lyles School of Civil Engineering, Purdue University, 550 Stadium Mall Drive, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018158882","display_name":"Satish V. Ukkusuri","orcid":"https://orcid.org/0000-0001-8754-9925"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Satish V. Ukkusuri","raw_affiliation_strings":["Lyles School of Civil Engineering, Purdue University, 550 Stadium Mall Drive, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Lyles School of Civil Engineering, Purdue University, 550 Stadium Mall Drive, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010169914"],"corresponding_institution_ids":["https://openalex.org/I1289243028"],"apc_list":null,"apc_paid":null,"fwci":4.683,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.95233038,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"40","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9983000159263611,"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/T12095","display_name":"Vehicle emissions and performance","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8073789477348328},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.7318562269210815},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6921786665916443},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5521833896636963},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5242624282836914},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4578273892402649},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39878207445144653},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24597153067588806},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17591449618339539},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13024261593818665}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8073789477348328},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.7318562269210815},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6921786665916443},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5521833896636963},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5242624282836914},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4578273892402649},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39878207445144653},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24597153067588806},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17591449618339539},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13024261593818665},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/15472450.2017.1387546","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15472450.2017.1387546","pdf_url":null,"source":{"id":"https://openalex.org/S172631016","display_name":"Journal of Intelligent Transportation Systems","issn_l":"1547-2442","issn":["1547-2442","1547-2450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Transportation Systems","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:1415195","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1415195","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1415195","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1415195","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W45688763","https://openalex.org/W165248014","https://openalex.org/W568855899","https://openalex.org/W574512004","https://openalex.org/W1496467067","https://openalex.org/W1517023921","https://openalex.org/W1534175858","https://openalex.org/W1553320709","https://openalex.org/W1585254256","https://openalex.org/W1639167632","https://openalex.org/W1766637835","https://openalex.org/W1914389580","https://openalex.org/W1964422483","https://openalex.org/W1969758122","https://openalex.org/W1972711079","https://openalex.org/W1973181824","https://openalex.org/W1973479020","https://openalex.org/W1984523211","https://openalex.org/W1986659999","https://openalex.org/W1992831203","https://openalex.org/W2007933500","https://openalex.org/W2008082561","https://openalex.org/W2011702401","https://openalex.org/W2017647470","https://openalex.org/W2019335125","https://openalex.org/W2019974229","https://openalex.org/W2020070197","https://openalex.org/W2028357975","https://openalex.org/W2049850137","https://openalex.org/W2057786298","https://openalex.org/W2074500080","https://openalex.org/W2078895652","https://openalex.org/W2087348108","https://openalex.org/W2101460915","https://openalex.org/W2105797773","https://openalex.org/W2108511252","https://openalex.org/W2109199369","https://openalex.org/W2117359296","https://openalex.org/W2122463624","https://openalex.org/W2124657875","https://openalex.org/W2125001944","https://openalex.org/W2129660761","https://openalex.org/W2130533221","https://openalex.org/W2130566689","https://openalex.org/W2137522480","https://openalex.org/W2143820834","https://openalex.org/W2144488633","https://openalex.org/W2151708438","https://openalex.org/W2153027332","https://openalex.org/W2210077926","https://openalex.org/W2233997862","https://openalex.org/W2505159842","https://openalex.org/W2516321972","https://openalex.org/W2583080009","https://openalex.org/W3011120880","https://openalex.org/W3023445686","https://openalex.org/W4210957799","https://openalex.org/W4251142838","https://openalex.org/W4254951692","https://openalex.org/W6732803219","https://openalex.org/W6775686901","https://openalex.org/W7037138970"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W2024136090","https://openalex.org/W2586732548","https://openalex.org/W2348909947","https://openalex.org/W3049728571","https://openalex.org/W20361778"],"abstract_inverted_index":{"This":[0],"research":[1],"applies":[2],"R-Markov":[3],"Average":[4],"Reward":[5],"Technique":[6],"based":[7],"reinforcement":[8,84],"learning":[9,85,89],"(RL)":[10],"algorithm,":[11],"namely":[12],"RMART,":[13],"for":[14,62],"vehicular":[15],"signal":[16,23,72,144],"control":[17,79],"problem":[18],"leveraging":[19],"information":[20,66],"sharing":[21,67],"among":[22],"controllers":[24],"in":[25,33,59,129],"connected":[26],"vehicle":[27],"environment.":[28],"We":[29],"implemented":[30,140],"the":[31,42,52,110,118,121],"algorithm":[32,64],"a":[34,102],"network":[35],"of":[36,44,51],"18":[37],"signalized":[38],"intersections":[39],"and":[40,49,75,90,146],"compare":[41],"performance":[43,61],"RMART":[45,63,94],"with":[46,65,83,113],"fixed,":[47],"adaptive,":[48],"variants":[50],"RL":[53,137],"schemes.":[54,80,148],"Results":[55],"show":[56,126],"significant":[57,127],"improvement":[58],"system":[60],"over":[68],"both":[69],"traditional":[70],"fixed":[71,143],"timing":[73],"plans":[74],"real":[76],"time":[77],"adaptive":[78,147],"The":[81],"comparison":[82],"algorithms":[86,138],"including":[87],"Q":[88],"SARSA":[91],"indicate":[92],"that":[93,107],"performs":[95],"better":[96],"at":[97,117],"higher":[98],"congestion":[99,115],"levels.":[100],"Further,":[101],"multi-reward":[103],"structure":[104],"is":[105],"proposed":[106],"dynamically":[108],"adjusts":[109],"reward":[111],"function":[112],"varying":[114],"states":[116],"intersection.":[119],"Finally,":[120],"results":[122],"from":[123],"test":[124],"networks":[125],"reduction":[128],"emissions":[130],"(CO,":[131],"CO2,":[132],"NOx,":[133],"VOC,":[134],"PM10)":[135],"when":[136],"are":[139],"compared":[141],"to":[142],"timings":[145]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}