{"id":"https://openalex.org/W1558884406","doi":"https://doi.org/10.1007/978-0-85729-130-1_31","title":"Reinforcement Learning for Scheduling of Maintenance","display_name":"Reinforcement Learning for Scheduling of Maintenance","publication_year":2010,"publication_date":"2010-10-29","ids":{"openalex":"https://openalex.org/W1558884406","doi":"https://doi.org/10.1007/978-0-85729-130-1_31","mag":"1558884406"},"language":"en","primary_location":{"id":"doi:10.1007/978-0-85729-130-1_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-0-85729-130-1_31","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research and Development in Intelligent Systems XXVII","raw_type":"book-chapter"},"type":"book-chapter","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/A5017317980","display_name":"Michael Knowles","orcid":"https://orcid.org/0000-0001-7396-7966"},"institutions":[{"id":"https://openalex.org/I5728261","display_name":"University of Sunderland","ror":"https://ror.org/04p55hr04","country_code":"GB","type":"education","lineage":["https://openalex.org/I5728261"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Michael Knowles","raw_affiliation_strings":["Institute for Automotive and Manufacturing Advanced Practice (AMAP), University of Sunderland, Colima Avenue, Sunderland, SR5 3XB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Automotive and Manufacturing Advanced Practice (AMAP), University of Sunderland, Colima Avenue, Sunderland, SR5 3XB, UK","institution_ids":["https://openalex.org/I5728261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069890274","display_name":"David Baglee","orcid":"https://orcid.org/0000-0002-7335-5609"},"institutions":[{"id":"https://openalex.org/I5728261","display_name":"University of Sunderland","ror":"https://ror.org/04p55hr04","country_code":"GB","type":"education","lineage":["https://openalex.org/I5728261"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Baglee","raw_affiliation_strings":["Institute for Automotive and Manufacturing Advanced Practice (AMAP), University of Sunderland, Colima Avenue, Sunderland, SR5 3XB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Automotive and Manufacturing Advanced Practice (AMAP), University of Sunderland, Colima Avenue, Sunderland, SR5 3XB, UK","institution_ids":["https://openalex.org/I5728261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033486668","display_name":"Stefan Wermter","orcid":"https://orcid.org/0000-0003-1343-4775"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Wermter","raw_affiliation_strings":["Knowledge Technology Group, Department of Informatics, University of Hamburg, Vogt Koelln Str. 30, 22527, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Knowledge Technology Group, Department of Informatics, University of Hamburg, Vogt Koelln Str. 30, 22527, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017317980"],"corresponding_institution_ids":["https://openalex.org/I5728261"],"apc_list":null,"apc_paid":null,"fwci":0.963,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.71727173,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"409","last_page":"422"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.9954000115394592,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8256457448005676},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6586611270904541},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6386057138442993},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.5511684417724609},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.466456800699234},{"id":"https://openalex.org/keywords/preventive-maintenance","display_name":"Preventive maintenance","score":0.4573478400707245},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.43916451930999756},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3399851322174072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27672794461250305},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24325424432754517},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.14956581592559814}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8256457448005676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6586611270904541},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6386057138442993},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.5511684417724609},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.466456800699234},{"id":"https://openalex.org/C24090081","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Preventive maintenance","level":2,"score":0.4573478400707245},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.43916451930999756},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3399851322174072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27672794461250305},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24325424432754517},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.14956581592559814},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-0-85729-130-1_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-0-85729-130-1_31","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research and Development in Intelligent Systems XXVII","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.295.2528","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.295.2528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.informatik.uni-hamburg.de/WTM/ps/Knowles_SGAI2010_CR.pdf","raw_type":"text"},{"id":"pmh:oai:sure.sunderland.ac.uk:1686","is_oa":false,"landing_page_url":"http://www.bcs-sgai.org/ai2010/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402295","display_name":"Sunderland Repository (University of Sunderland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5728261","host_organization_name":"University of Sunderland","host_organization_lineage":["https://openalex.org/I5728261"],"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":"NonPeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W140386678","https://openalex.org/W159019066","https://openalex.org/W637777268","https://openalex.org/W1480676279","https://openalex.org/W1484479225","https://openalex.org/W1497437446","https://openalex.org/W1557517019","https://openalex.org/W1681299129","https://openalex.org/W1972335011","https://openalex.org/W1981358113","https://openalex.org/W1990005421","https://openalex.org/W2018629084","https://openalex.org/W2047476236","https://openalex.org/W2058902325","https://openalex.org/W2071570156","https://openalex.org/W2095671661","https://openalex.org/W2096654816","https://openalex.org/W2098146604","https://openalex.org/W2100677568","https://openalex.org/W2102708376","https://openalex.org/W2104008878","https://openalex.org/W2104641222","https://openalex.org/W2105491768","https://openalex.org/W2107726111","https://openalex.org/W2108298037","https://openalex.org/W2109102709","https://openalex.org/W2121101953","https://openalex.org/W2121863487","https://openalex.org/W2124175081","https://openalex.org/W2141754131","https://openalex.org/W2141763580","https://openalex.org/W2148472461","https://openalex.org/W2155230281","https://openalex.org/W2160036526","https://openalex.org/W2164386067","https://openalex.org/W2170301116","https://openalex.org/W2171195701","https://openalex.org/W3011120880","https://openalex.org/W3041202696","https://openalex.org/W3139377883","https://openalex.org/W3149019476","https://openalex.org/W3192128009","https://openalex.org/W4214717370","https://openalex.org/W4229929016","https://openalex.org/W4292927920"],"related_works":["https://openalex.org/W2552440346","https://openalex.org/W2372858080","https://openalex.org/W4229454841","https://openalex.org/W3153892203","https://openalex.org/W2079257771","https://openalex.org/W2095998951","https://openalex.org/W2137209074","https://openalex.org/W2027008045","https://openalex.org/W2611105064","https://openalex.org/W2152440199"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}