{"id":"https://openalex.org/W2959334635","doi":"https://doi.org/10.1016/j.imavis.2019.06.005","title":"Reinforcement learning for neural architecture search: A review","display_name":"Reinforcement learning for neural architecture search: A review","publication_year":2019,"publication_date":"2019-07-09","ids":{"openalex":"https://openalex.org/W2959334635","doi":"https://doi.org/10.1016/j.imavis.2019.06.005","mag":"2959334635"},"language":"en","primary_location":{"id":"doi:10.1016/j.imavis.2019.06.005","doi":"https://doi.org/10.1016/j.imavis.2019.06.005","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.imavis.2019.06.005","pdf_url":null,"source":{"id":"https://openalex.org/S177430994","display_name":"Image and Vision Computing","issn_l":"0262-8856","issn":["0262-8856","1872-8138"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-c","jufo-2","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Image and Vision Computing","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.1016/j.imavis.2019.06.005","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046840482","display_name":"Yesmina Jaafra","orcid":"https://orcid.org/0000-0002-2831-877X","observed_orcids":["https://orcid.org/0000-0002-2831-877X"]},"institutions":[{"id":"https://openalex.org/I4210100283","display_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","ror":"https://ror.org/00k4e5n71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2801509770","https://openalex.org/I4210095849","https://openalex.org/I4210100283","https://openalex.org/I4210159245","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR","TN"],"is_corresponding":true,"raw_author_name":"Yesmina Jaafra","raw_affiliation_strings":["ICube Laboratory, Universit\u00e9 de Strasbourg, 300 bd S\u00e9bastien Brant, Illkirch 67412, France","LTSIRS Laboratory, ENIT, Tunis 1002, Tunisia","Segula Technologies, Parc d\u2019activit\u00e9 de Pissaloup, 8 avenue Jean d\u2019Alembert, Trappes 78190, France","ENIT - Ecole Nationale d'Ing\u00e9nieurs de Tunis (Rue B\u00e9chir Salem Belkhiria Campus universitaire, BP 37, 1002, Le B\u00e9lv\u00e9d\u00e8re, 1002, Tunis - Tunisia)","SEGULA Technologies [Trappes] (Zone d'activit\u00e9 Pissaloup, 8 Avenue Jean d'Alembert, 78190 Trappes - France)","UNISTRA - Universit\u00e9 de Strasbourg (4 rue Blaise Pascal - CS 90032 - 67081 Strasbourg cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICube Laboratory, Universit\u00e9 de Strasbourg, 300 bd S\u00e9bastien Brant, Illkirch 67412, France","institution_ids":["https://openalex.org/I4210100283","https://openalex.org/I68947357"]},{"raw_affiliation_string":"LTSIRS Laboratory, ENIT, Tunis 1002, Tunisia","institution_ids":["https://openalex.org/I4210131288"]},{"raw_affiliation_string":"Segula Technologies, Parc d\u2019activit\u00e9 de Pissaloup, 8 avenue Jean d\u2019Alembert, Trappes 78190, France","institution_ids":[]},{"raw_affiliation_string":"ENIT - Ecole Nationale d'Ing\u00e9nieurs de Tunis (Rue B\u00e9chir Salem Belkhiria Campus universitaire, BP 37, 1002, Le B\u00e9lv\u00e9d\u00e8re, 1002, Tunis - Tunisia)","institution_ids":["https://openalex.org/I4210131288"]},{"raw_affiliation_string":"SEGULA Technologies [Trappes] (Zone d'activit\u00e9 Pissaloup, 8 Avenue Jean d'Alembert, 78190 Trappes - France)","institution_ids":[]},{"raw_affiliation_string":"UNISTRA - Universit\u00e9 de Strasbourg (4 rue Blaise Pascal - CS 90032 - 67081 Strasbourg cedex - France)","institution_ids":["https://openalex.org/I68947357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068766971","display_name":"Jean Luc Laurent","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jean Luc Laurent","raw_affiliation_strings":["SEGULA Technologies [Trappes] (Zone d'activit\u00e9 Pissaloup, 8 Avenue Jean d'Alembert, 78190 Trappes - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SEGULA Technologies [Trappes] (Zone d'activit\u00e9 Pissaloup, 8 Avenue Jean d'Alembert, 78190 Trappes - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005651131","display_name":"Aline Deruyver","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210100283","display_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","ror":"https://ror.org/00k4e5n71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2801509770","https://openalex.org/I4210095849","https://openalex.org/I4210100283","https://openalex.org/I4210159245","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aline Deruyver","raw_affiliation_strings":["ICube Laboratory, Universit\u00e9 de Strasbourg, 300 bd S\u00e9bastien Brant, Illkirch 67412, France","UNISTRA - Universit\u00e9 de Strasbourg (4 rue Blaise Pascal - CS 90032 - 67081 Strasbourg cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICube Laboratory, Universit\u00e9 de Strasbourg, 300 bd S\u00e9bastien Brant, Illkirch 67412, France","institution_ids":["https://openalex.org/I4210100283","https://openalex.org/I68947357"]},{"raw_affiliation_string":"UNISTRA - Universit\u00e9 de Strasbourg (4 rue Blaise Pascal - CS 90032 - 67081 Strasbourg cedex - France)","institution_ids":["https://openalex.org/I68947357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113860857","display_name":"Mohamed Saber Naceur","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mohamed Saber Naceur","raw_affiliation_strings":["ENIT - Ecole Nationale d'Ing\u00e9nieurs de Tunis (Rue B\u00e9chir Salem Belkhiria Campus universitaire, BP 37, 1002, Le B\u00e9lv\u00e9d\u00e8re, 1002, Tunis - Tunisia)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENIT - Ecole Nationale d'Ing\u00e9nieurs de Tunis (Rue B\u00e9chir Salem Belkhiria Campus universitaire, BP 37, 1002, Le B\u00e9lv\u00e9d\u00e8re, 1002, Tunis - Tunisia)","institution_ids":["https://openalex.org/I4210131288"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046840482"],"corresponding_institution_ids":["https://openalex.org/I4210100283","https://openalex.org/I4210131288","https://openalex.org/I68947357"],"apc_list":{"value":3100,"currency":"USD","value_usd":3100},"apc_paid":null,"fwci":7.5367,"has_fulltext":true,"cited_by_count":183,"citation_normalized_percentile":{"value":0.98150715,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"89","issue":null,"first_page":"57","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.885699987411499,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.885699987411499,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.07810000330209732,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.007000000216066837,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neural-architecture-search","display_name":"neural architecture search","score":0.9369999766349792},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.9890000224113464},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9390000104904175},{"id":"https://openalex.org/keywords/automated-neural-network-design","display_name":"automated neural network design","score":0.7490000128746033},{"id":"https://openalex.org/keywords/cnn-architecture-optimization","display_name":"CNN architecture optimization","score":0.6309999823570251},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.7089999914169312},{"id":"https://openalex.org/keywords/image-classification","display_name":"image classification","score":0.6909999847412109}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.830939531326294},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7949521541595459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6902088522911072},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6131797432899475},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6035556197166443},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5863932967185974},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5814207792282104},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5522645115852356},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5358570218086243},{"id":"https://openalex.org/C8521452","wikidata":"https://www.wikidata.org/wiki/Q203790","display_name":"Connectionism","level":3,"score":0.5159342885017395},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.5144141316413879},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48525524139404297},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43717482686042786},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08441123366355896},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.imavis.2019.06.005","doi":"https://doi.org/10.1016/j.imavis.2019.06.005","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.imavis.2019.06.005","pdf_url":null,"source":{"id":"https://openalex.org/S177430994","display_name":"Image and Vision Computing","issn_l":"0262-8856","issn":["0262-8856","1872-8138"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-c","jufo-2","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Image and Vision Computing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03487233v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-03487233","pdf_url":"https://hal.science/hal-03487233/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Image and Vision Computing, 2019, 89, pp.57 - 66. ⟨10.1016/j.imavis.2019.06.005⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.imavis.2019.06.005","doi":"https://doi.org/10.1016/j.imavis.2019.06.005","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.imavis.2019.06.005","pdf_url":null,"source":{"id":"https://openalex.org/S177430994","display_name":"Image and Vision Computing","issn_l":"0262-8856","issn":["0262-8856","1872-8138"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-c","jufo-2","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Image and Vision Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W41554520","https://openalex.org/W164706946","https://openalex.org/W569478347","https://openalex.org/W1498436455","https://openalex.org/W1557517019","https://openalex.org/W1583837637","https://openalex.org/W1686810756","https://openalex.org/W1849277567","https://openalex.org/W1907282891","https://openalex.org/W1994530392","https://openalex.org/W2086789740","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2104246439","https://openalex.org/W2106411961","https://openalex.org/W2112796928","https://openalex.org/W2116360511","https://openalex.org/W2117539524","https://openalex.org/W2119814172","https://openalex.org/W2131774270","https://openalex.org/W2145339207","https://openalex.org/W2145952809","https://openalex.org/W2154579312","https://openalex.org/W2155007355","https://openalex.org/W2163605009","https://openalex.org/W2163922914","https://openalex.org/W2168231600","https://openalex.org/W2169003314","https://openalex.org/W2171658832","https://openalex.org/W2173248099","https://openalex.org/W2194775991","https://openalex.org/W2257979135","https://openalex.org/W2266822037","https://openalex.org/W2408019865","https://openalex.org/W2415369160","https://openalex.org/W2531409750","https://openalex.org/W2546302380","https://openalex.org/W2553303224","https://openalex.org/W2556833785","https://openalex.org/W2577229169","https://openalex.org/W2593390416","https://openalex.org/W2604272474","https://openalex.org/W2604319603","https://openalex.org/W2605800822","https://openalex.org/W2619616107","https://openalex.org/W2766258251","https://openalex.org/W2767002384","https://openalex.org/W2767274188","https://openalex.org/W2769653148","https://openalex.org/W2773706593","https://openalex.org/W2796265726","https://openalex.org/W2803311163","https://openalex.org/W2809496393","https://openalex.org/W2885311373","https://openalex.org/W2885820039","https://openalex.org/W2887723086","https://openalex.org/W2905672847","https://openalex.org/W2911964244","https://openalex.org/W2913602408","https://openalex.org/W2918022439","https://openalex.org/W2962734882","https://openalex.org/W2962746461","https://openalex.org/W2963216850","https://openalex.org/W2963446712","https://openalex.org/W2963821229","https://openalex.org/W2964161785","https://openalex.org/W2964350391","https://openalex.org/W3014733006","https://openalex.org/W3100789280","https://openalex.org/W3177525997","https://openalex.org/W4214717370","https://openalex.org/W4243742982","https://openalex.org/W4247780151","https://openalex.org/W4248193986","https://openalex.org/W4252493648","https://openalex.org/W4297683907","https://openalex.org/W4301045096","https://openalex.org/W4365800092","https://openalex.org/W6685444988"],"related_works":["https://openalex.org/W4281847915","https://openalex.org/W4206951940","https://openalex.org/W4382602594","https://openalex.org/W4387850423","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3167935049"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":39},{"year":2024,"cited_by_count":35},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":4}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}