{"id":"https://openalex.org/W4409706711","doi":"https://doi.org/10.1007/978-3-031-82957-4_17","title":"Quantitative Trend Analysis of\u00a0Reinforcement Learning Algorithms in\u00a0Production Systems","display_name":"Quantitative Trend Analysis of\u00a0Reinforcement Learning Algorithms in\u00a0Production Systems","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409706711","doi":"https://doi.org/10.1007/978-3-031-82957-4_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-82957-4_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-82957-4_17","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":"conference-paper","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/A5043321820","display_name":"Georg Sch\u00e4fer","orcid":"https://orcid.org/0009-0004-7622-7401"},"institutions":[{"id":"https://openalex.org/I4210087982","display_name":"Fachhochschule Salzburg","ror":"https://ror.org/0072dxg89","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210087982"]},{"id":"https://openalex.org/I4210130203","display_name":"Intelligent Automation (United States)","ror":"https://ror.org/02fwb6r86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210130203"]}],"countries":["AT","US"],"is_corresponding":true,"raw_author_name":"Georg Sch\u00e4fer","raw_affiliation_strings":["Josef Ressel Centre for Intelligent and Secure Industrial Automation, Salzburg, Austria","Salzburg University of Applied Sciences, Salzburg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Josef Ressel Centre for Intelligent and Secure Industrial Automation, Salzburg, Austria","institution_ids":["https://openalex.org/I4210130203"]},{"raw_affiliation_string":"Salzburg University of Applied Sciences, Salzburg, Austria","institution_ids":["https://openalex.org/I4210087982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116866680","display_name":"Tatjana Krau","orcid":null},"institutions":[{"id":"https://openalex.org/I2802623092","display_name":"Kempten University of Applied Sciences","ror":"https://ror.org/02m4p8096","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802623092"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tatjana Krau","raw_affiliation_strings":["IPI, University of Applied Sciences Kempten, Kempten, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IPI, University of Applied Sciences Kempten, Kempten, Germany","institution_ids":["https://openalex.org/I2802623092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117266164","display_name":"Maximilian Schirl","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087982","display_name":"Fachhochschule Salzburg","ror":"https://ror.org/0072dxg89","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210087982"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Maximilian Schirl","raw_affiliation_strings":["Salzburg University of Applied Sciences, Salzburg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Salzburg University of Applied Sciences, Salzburg, Austria","institution_ids":["https://openalex.org/I4210087982"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032047206","display_name":"Stefan Huber","orcid":"https://orcid.org/0000-0002-8871-5814"},"institutions":[{"id":"https://openalex.org/I4210087982","display_name":"Fachhochschule Salzburg","ror":"https://ror.org/0072dxg89","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210087982"]},{"id":"https://openalex.org/I4210130203","display_name":"Intelligent Automation (United States)","ror":"https://ror.org/02fwb6r86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210130203"]}],"countries":["AT","US"],"is_corresponding":false,"raw_author_name":"Stefan Huber","raw_affiliation_strings":["Josef Ressel Centre for Intelligent and Secure Industrial Automation, Salzburg, Austria","Salzburg University of Applied Sciences, Salzburg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Josef Ressel Centre for Intelligent and Secure Industrial Automation, Salzburg, Austria","institution_ids":["https://openalex.org/I4210130203"]},{"raw_affiliation_string":"Salzburg University of Applied Sciences, Salzburg, Austria","institution_ids":["https://openalex.org/I4210087982"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043321820"],"corresponding_institution_ids":["https://openalex.org/I4210087982","https://openalex.org/I4210130203"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05159942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9955999851226807,"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"}},"topics":[{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9955999851226807,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9833999872207642,"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":0.97079998254776,"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/computer-science","display_name":"Computer science","score":0.8077916502952576},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7507084608078003},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.49826550483703613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.450716108083725},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4291912913322449}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8077916502952576},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7507084608078003},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.49826550483703613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.450716108083725},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4291912913322449},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-82957-4_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-82957-4_17","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1977655452","https://openalex.org/W3028345072","https://openalex.org/W3089760622","https://openalex.org/W3100789280","https://openalex.org/W3201000358","https://openalex.org/W4300427454"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4306904969","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
