{"id":"https://openalex.org/W2049732547","doi":"https://doi.org/10.1145/2739482.2768473","title":"Selection of Auxiliary Objectives with Multi-Objective Reinforcement Learning","display_name":"Selection of Auxiliary Objectives with Multi-Objective Reinforcement Learning","publication_year":2015,"publication_date":"2015-07-10","ids":{"openalex":"https://openalex.org/W2049732547","doi":"https://doi.org/10.1145/2739482.2768473","mag":"2049732547"},"language":"en","primary_location":{"id":"doi:10.1145/2739482.2768473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2768473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-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/A5043992909","display_name":"Arina Buzdalova","orcid":"https://orcid.org/0000-0002-0438-0106"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Arina Buzdalova","raw_affiliation_strings":["ITMO University, Saint-Petersburg, Russian Fed","ITMO University, Saint Petersburg, Russian Fed.#TAB#"],"affiliations":[{"raw_affiliation_string":"ITMO University, Saint-Petersburg, Russian Fed","institution_ids":[]},{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russian Fed.#TAB#","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016802426","display_name":"Anna Matveeva","orcid":null},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Anna Matveeva","raw_affiliation_strings":["ITMO University, Saint-Petersburg, Russian Fed","ITMO University, Saint Petersburg, Russian Fed.#TAB#"],"affiliations":[{"raw_affiliation_string":"ITMO University, Saint-Petersburg, Russian Fed","institution_ids":[]},{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russian Fed.#TAB#","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064677880","display_name":"Georgiy Korneev","orcid":null},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Georgiy Korneev","raw_affiliation_strings":["ITMO University, Saint-Petersburg, Russian Fed","ITMO University, Saint Petersburg, Russian Fed.#TAB#"],"affiliations":[{"raw_affiliation_string":"ITMO University, Saint-Petersburg, Russian Fed","institution_ids":[]},{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russian Fed.#TAB#","institution_ids":["https://openalex.org/I173089394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043992909"],"corresponding_institution_ids":["https://openalex.org/I173089394"],"apc_list":null,"apc_paid":null,"fwci":0.3505,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64116251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1177","last_page":"1180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9962999820709229,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9950000047683716,"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/selection","display_name":"Selection (genetic algorithm)","score":0.8058032989501953},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7727802991867065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6846619248390198},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.521729588508606},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48806583881378174},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.48473331332206726},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.46692773699760437},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.341511070728302},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15392115712165833}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.8058032989501953},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7727802991867065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6846619248390198},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.521729588508606},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48806583881378174},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.48473331332206726},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.46692773699760437},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.341511070728302},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15392115712165833}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2739482.2768473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2768473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1537644361","https://openalex.org/W1585711251","https://openalex.org/W1726070994","https://openalex.org/W1975791498","https://openalex.org/W1981324656","https://openalex.org/W2002305926","https://openalex.org/W2019111549","https://openalex.org/W2021027064","https://openalex.org/W2050439249","https://openalex.org/W2073297125","https://openalex.org/W2582743722"],"related_works":["https://openalex.org/W2130703626","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W1993493607","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928"],"abstract_inverted_index":{"Efficiency":[0],"of":[1,20,26],"evolutionary":[2,28],"algorithms":[3],"may":[4],"be":[5],"increased":[6],"using":[7],"multi-objectivization.":[8],"Multi-objectivization":[9],"is":[10],"performed":[11],"by":[12],"adding":[13],"some":[14],"auxiliary":[15],"objectives.":[16],"We":[17],"consider":[18],"selection":[19],"these":[21],"objectives":[22],"during":[23],"a":[24],"run":[25],"an":[27],"algorithm.":[29]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}