{"id":"https://openalex.org/W4392305659","doi":"https://doi.org/10.5220/0012473600003636","title":"A Supervised Learning Approach to Robust Reinforcement Learning for Job Shop Scheduling","display_name":"A Supervised Learning Approach to Robust Reinforcement Learning for Job Shop Scheduling","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392305659","doi":"https://doi.org/10.5220/0012473600003636"},"language":"en","primary_location":{"id":"doi:10.5220/0012473600003636","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012473600003636","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0012473600003636","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069179560","display_name":"Christoph Schmidl","orcid":"https://orcid.org/0000-0003-4443-5033"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Christoph Schmidl","raw_affiliation_strings":["Radboud University, Nijmegen, The Netherlands, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Radboud University, Nijmegen, The Netherlands, --- Select a Country ---","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002127133","display_name":"Thiago Sim\u00e3o","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Thiago Sim\u00e3o","raw_affiliation_strings":["Eindhoven University of Technology, The Netherlands, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, The Netherlands, --- Select a Country ---","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012669709","display_name":"Nils Jansen","orcid":"https://orcid.org/0000-0003-1318-8973"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]},{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["DE","NL"],"is_corresponding":false,"raw_author_name":"Nils Jansen","raw_affiliation_strings":["Radboud University, Nijmegen, The Netherlands, --- Select a Country ---","Ruhr-University Bochum, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Radboud University, Nijmegen, The Netherlands, --- Select a Country ---","institution_ids":["https://openalex.org/I145872427"]},{"raw_affiliation_string":"Ruhr-University Bochum, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I904495901"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069179560"],"corresponding_institution_ids":["https://openalex.org/I145872427"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02985356,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1324","last_page":"1335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.9911999702453613,"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":0.8136167526245117},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7325252890586853},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5197131633758545},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.49283790588378906},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47082120180130005},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4600543677806854},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.197750061750412},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09837859869003296},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.07522416114807129}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8136167526245117},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7325252890586853},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5197131633758545},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.49283790588378906},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47082120180130005},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4600543677806854},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.197750061750412},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09837859869003296},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.07522416114807129},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0012473600003636","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012473600003636","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire/70405fca-dba3-47dd-ab45-56e01ef49f2e","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/70405fca-dba3-47dd-ab45-56e01ef49f2e","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Schmidl, C, Sim\u00e3o, T D & Jansen, N 2024, A Supervised Learning Approach to Robust Reinforcement Learning for Job Shop Scheduling. in A P Rocha, L Steels & J van den Herk (eds), Proceedings of the 16th International Conference on Agents and Artificial Intelligence : Volume 3: ICAART. SciTePress Digital Library, pp. 1324-1335, 16th International Conference on Agents and Artificial Intelligence, ICAART 2024, Rome, Italy, 24/02/24. https://doi.org/10.5220/0012473600003636","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:repository.ubn.ru.nl:2066/306318","is_oa":true,"landing_page_url":"https://repository.ubn.ru.nl/handle/2066/306318","pdf_url":"https://repository.ubn.ru.nl//bitstream/handle/2066/306318/306318.pdf","source":{"id":"https://openalex.org/S4306401067","display_name":"Radboud Repository (Radboud University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145872427","host_organization_name":"Radboud University Nijmegen","host_organization_lineage":["https://openalex.org/I145872427"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in monograph or in proceedings"}],"best_oa_location":{"id":"doi:10.5220/0012473600003636","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012473600003636","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6499999761581421,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G5365867299","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G6009445997","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G8165335130","display_name":null,"funder_award_id":"17931","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W1541785942","https://openalex.org/W1585546214","https://openalex.org/W1617230687","https://openalex.org/W1686810756","https://openalex.org/W2002692271","https://openalex.org/W2009367875","https://openalex.org/W2010890795","https://openalex.org/W2039233423","https://openalex.org/W2040231893","https://openalex.org/W2041252124","https://openalex.org/W2071306171","https://openalex.org/W2072579231","https://openalex.org/W2085278304","https://openalex.org/W2095705004","https://openalex.org/W2119641336","https://openalex.org/W2122967269","https://openalex.org/W2145339207","https://openalex.org/W2156391157","https://openalex.org/W2257979135","https://openalex.org/W2618530766","https://openalex.org/W2736601468","https://openalex.org/W2792643794","https://openalex.org/W2953273646","https://openalex.org/W2963411833","https://openalex.org/W2963716836","https://openalex.org/W2973473096","https://openalex.org/W3016938688","https://openalex.org/W3048750119","https://openalex.org/W3092208345","https://openalex.org/W3094181369","https://openalex.org/W3134882764","https://openalex.org/W3141175846","https://openalex.org/W3168727836","https://openalex.org/W3194871405","https://openalex.org/W3216772467","https://openalex.org/W4226230002","https://openalex.org/W4243453583","https://openalex.org/W4295312788","https://openalex.org/W4298023569","https://openalex.org/W4362650357","https://openalex.org/W4381093805"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Contains":[0],"fulltext":[1],":":[2],"306318.pdf":[3],"(Publisher\u2019s":[4],"version":[5],")":[6],"(Open":[7],"Access)":[8]},"counts_by_year":[],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}