{"id":"https://openalex.org/W4391808516","doi":"https://doi.org/10.1007/978-3-031-53966-4_18","title":"Application of\u00a0Multi-agent Reinforcement Learning to\u00a0the\u00a0Dynamic Scheduling Problem in\u00a0Manufacturing Systems","display_name":"Application of\u00a0Multi-agent Reinforcement Learning to\u00a0the\u00a0Dynamic Scheduling Problem in\u00a0Manufacturing Systems","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391808516","doi":"https://doi.org/10.1007/978-3-031-53966-4_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-53966-4_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-53966-4_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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":null,"display_name":"David Heik","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165059","display_name":"Hochschule f\u00fcr Technik und Wirtschaft Dresden \u2013 University of Applied Sciences","ror":"https://ror.org/05q5pk319","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210165059"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"David Heik","raw_affiliation_strings":["Faculty of Informatics/Mathematics, University of Applied Sciences Dresden, 01069, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics/Mathematics, University of Applied Sciences Dresden, 01069, Dresden, Germany","institution_ids":["https://openalex.org/I4210165059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032298655","display_name":"Fouad Bahrpeyma","orcid":"https://orcid.org/0000-0002-5128-4774"},"institutions":[{"id":"https://openalex.org/I4210165059","display_name":"Hochschule f\u00fcr Technik und Wirtschaft Dresden \u2013 University of Applied Sciences","ror":"https://ror.org/05q5pk319","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210165059"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fouad Bahrpeyma","raw_affiliation_strings":["Faculty of Informatics/Mathematics, University of Applied Sciences Dresden, 01069, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics/Mathematics, University of Applied Sciences Dresden, 01069, Dresden, Germany","institution_ids":["https://openalex.org/I4210165059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068415836","display_name":"Dirk Reichelt","orcid":"https://orcid.org/0000-0002-9354-8520"},"institutions":[{"id":"https://openalex.org/I4210165059","display_name":"Hochschule f\u00fcr Technik und Wirtschaft Dresden \u2013 University of Applied Sciences","ror":"https://ror.org/05q5pk319","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210165059"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk Reichelt","raw_affiliation_strings":["Faculty of Informatics/Mathematics, University of Applied Sciences Dresden, 01069, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics/Mathematics, University of Applied Sciences Dresden, 01069, Dresden, Germany","institution_ids":["https://openalex.org/I4210165059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210165059"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.8799,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.9441582,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"237","last_page":"254"},"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14011","display_name":"Elevator Systems and Control","score":0.9750000238418579,"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":0.892473578453064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7998719215393066},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6312174201011658},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.49321097135543823},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44800928235054016},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.42953455448150635},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.4292127788066864},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4291471242904663},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.35095930099487305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34415388107299805},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.09120732545852661},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.08438295125961304},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08341893553733826}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.892473578453064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7998719215393066},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6312174201011658},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.49321097135543823},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44800928235054016},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.42953455448150635},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.4292127788066864},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4291471242904663},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.35095930099487305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34415388107299805},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.09120732545852661},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.08438295125961304},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08341893553733826},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-53966-4_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-53966-4_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1964674593","https://openalex.org/W1965836809","https://openalex.org/W2002592134","https://openalex.org/W2034923388","https://openalex.org/W2058005591","https://openalex.org/W2104680817","https://openalex.org/W2125213524","https://openalex.org/W2157846217","https://openalex.org/W2169528473","https://openalex.org/W2500206458","https://openalex.org/W2783827472","https://openalex.org/W2969419629","https://openalex.org/W2997873913","https://openalex.org/W3168201137","https://openalex.org/W3213202163","https://openalex.org/W4212849065","https://openalex.org/W4223536612","https://openalex.org/W4242672091","https://openalex.org/W4284711157","https://openalex.org/W4285795935","https://openalex.org/W4296626303","https://openalex.org/W4304692597","https://openalex.org/W4312807873","https://openalex.org/W4320059022","https://openalex.org/W4323847870","https://openalex.org/W4379117133","https://openalex.org/W6894159313"],"related_works":["https://openalex.org/W2116677773","https://openalex.org/W2155261584","https://openalex.org/W2584231425","https://openalex.org/W3172150420","https://openalex.org/W2150611273","https://openalex.org/W2107725657","https://openalex.org/W4306904969","https://openalex.org/W4207086172","https://openalex.org/W2042919702","https://openalex.org/W4225981436"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}