{"id":"https://openalex.org/W2804034749","doi":"https://doi.org/10.1504/ijaacs.2018.10013246","title":"Multi-agent reinforcement learning-based approach for controlling signals through adaptation","display_name":"Multi-agent reinforcement learning-based approach for controlling signals through adaptation","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2804034749","doi":"https://doi.org/10.1504/ijaacs.2018.10013246","mag":"2804034749"},"language":"en","primary_location":{"id":"doi:10.1504/ijaacs.2018.10013246","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijaacs.2018.10013246","pdf_url":null,"source":{"id":"https://openalex.org/S191948775","display_name":"International Journal of Autonomous and Adaptive Communications Systems","issn_l":"1754-8632","issn":["1754-8632","1754-8640"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Autonomous and Adaptive Communications 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/A5078495751","display_name":"Ali Yahyaouy","orcid":"https://orcid.org/0000-0003-1954-2734"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ali Yahyaouy","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042455773","display_name":"Mohammed Tahifa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammed Tahifa","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5063767897","display_name":"Jaouad Boumhidi","orcid":"https://orcid.org/0000-0001-6018-5068"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jaouad Boumhidi","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078495751"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3679,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58780417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"11","issue":"2","first_page":"129","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9970999956130981,"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":0.9970999956130981,"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/T14011","display_name":"Elevator Systems and Control","score":0.9843000173568726,"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":0.9736999869346619,"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":0.8827672004699707},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8523497581481934},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.7218387126922607},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.46705567836761475},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4441494047641754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35008519887924194},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34766343235969543},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07475742697715759},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07178378105163574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8827672004699707},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8523497581481934},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7218387126922607},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.46705567836761475},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4441494047641754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35008519887924194},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34766343235969543},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07475742697715759},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07178378105163574},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijaacs.2018.10013246","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijaacs.2018.10013246","pdf_url":null,"source":{"id":"https://openalex.org/S191948775","display_name":"International Journal of Autonomous and Adaptive Communications Systems","issn_l":"1754-8632","issn":["1754-8632","1754-8640"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Autonomous and Adaptive Communications Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2920061524","https://openalex.org/W4310083477","https://openalex.org/W1977959518","https://openalex.org/W2038908348","https://openalex.org/W2107890255","https://openalex.org/W2106552856","https://openalex.org/W2089013912","https://openalex.org/W2076061571","https://openalex.org/W1987513656","https://openalex.org/W2145821588"],"abstract_inverted_index":{"In":[0],"this":[1,34],"paper,":[2],"we":[3],"present":[4],"a":[5,19],"multi-agent":[6,20],"reinforcement":[7],"learning-based":[8],"approach":[9],"for":[10,25],"controlling":[11,26],"traffic":[12,29],"signals.":[13],"The":[14,51,62,83],"aim":[15],"is":[16,54,73],"to":[17,75],"use":[18],"system":[21],"with":[22,77],"learning":[23,67,72,93],"abilities":[24],"and":[27],"optimising":[28],"lights.":[30],"We":[31],"consider":[32],"in":[33,48],"study":[35],"the":[36,40,65,78,81,87,90],"Q-learning":[37],"algorithm,":[38],"where":[39],"states":[41],"are":[42],"computed":[43],"from":[44],"average":[45],"queue":[46],"length":[47],"approaching":[49],"links.":[50],"action":[52],"space":[53],"modelled":[55],"offline":[56],"by":[57],"using":[58],"different":[59],"time":[60],"splits.":[61],"adaptation":[63],"of":[64,80,89],"considered":[66],"optimal":[68],"policy":[69],"through":[70],"online":[71],"introduced":[74],"deal":[76],"change":[79],"environment.":[82],"simulation":[84],"results":[85],"show":[86],"effectiveness":[88],"proposed":[91],"adaptive":[92],"algorithm.":[94]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
