{"id":"https://openalex.org/W2135348597","doi":"https://doi.org/10.1109/indin.2012.6301163","title":"Analyses about efficiency of reinforcement learning to supply chain ordering management","display_name":"Analyses about efficiency of reinforcement learning to supply chain ordering management","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W2135348597","doi":"https://doi.org/10.1109/indin.2012.6301163","mag":"2135348597"},"language":"en","primary_location":{"id":"doi:10.1109/indin.2012.6301163","doi":"https://doi.org/10.1109/indin.2012.6301163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2012.6301163","pdf_url":null,"source":{"id":"https://openalex.org/S4363608444","display_name":"IEEE International Conference on Industrial Informatics (INDIN)","issn_l":"1935-4576","issn":["1935-4576","2378-3621","2378-363X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE 10th International Conference on Industrial Informatics","raw_type":"proceedings-article"},"volume":null,"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/A5101082401","display_name":"Ruoying Sun","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruoying Sun","raw_affiliation_strings":["School of Information Management, Beijing Information Science and Technology University, Beijing, China","Sch. of Information Management, Beijing Information Science and Technology University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Sch. of Information Management, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072991521","display_name":"Gang Zhao","orcid":"https://orcid.org/0000-0002-0278-502X","observed_orcids":["https://orcid.org/0000-0002-0278-502X"]},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Zhao","raw_affiliation_strings":["School of Information Management, Beijing Information Science and Technology University, Beijing, China","Sch. of Information Management, Beijing Information Science and Technology University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Sch. of Information Management, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I78675632"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.26293219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"124","last_page":"127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9984999895095825,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.0003000000142492354,"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.9950000047683716},{"id":"https://openalex.org/keywords/bullwhip-effect","display_name":"bullwhip effect","score":0.9990000128746033},{"id":"https://openalex.org/keywords/multiagent-coordination","display_name":"multi-agent coordination","score":0.8479999899864197},{"id":"https://openalex.org/keywords/stochastic-supply-chain","display_name":"stochastic supply chain","score":0.7639999985694885},{"id":"https://openalex.org/keywords/order-variability","display_name":"order variability","score":0.8370000123977661},{"id":"https://openalex.org/keywords/decision-making-efficiency","display_name":"decision-making efficiency","score":0.8379999995231628}],"concepts":[{"id":"https://openalex.org/C178595485","wikidata":"https://www.wikidata.org/wiki/Q1343909","display_name":"Bullwhip effect","level":4,"score":0.9033483266830444},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.8611173629760742},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8288203477859497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6279846429824829},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.5928885340690613},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.4844972789287567},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4382484257221222},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32253098487854004},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.17152756452560425},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0736275315284729},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin.2012.6301163","doi":"https://doi.org/10.1109/indin.2012.6301163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2012.6301163","pdf_url":null,"source":{"id":"https://openalex.org/S4363608444","display_name":"IEEE International Conference on Industrial Informatics (INDIN)","issn_l":"1935-4576","issn":["1935-4576","2378-3621","2378-363X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE 10th International Conference on Industrial Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1543026999","https://openalex.org/W1585546214","https://openalex.org/W1596884655","https://openalex.org/W1995721528","https://openalex.org/W2062546209","https://openalex.org/W2070410573","https://openalex.org/W2104665511","https://openalex.org/W2163596570","https://openalex.org/W2169022337","https://openalex.org/W4399753291"],"related_works":["https://openalex.org/W2031897248","https://openalex.org/W1975350745","https://openalex.org/W4408851139","https://openalex.org/W2357323962","https://openalex.org/W1995721528","https://openalex.org/W3012366959","https://openalex.org/W4385968152","https://openalex.org/W7118024301","https://openalex.org/W3097683259","https://openalex.org/W4306755958"],"abstract_inverted_index":{"The":[0,43],"Reinforcement":[1],"Learning":[2],"(RL)":[3],"is":[4,33,46],"an":[5,14,47],"efficient":[6],"machine":[7],"learning":[8],"method":[9,76,91],"for":[10],"solving":[11],"problems":[12],"that":[13,104],"agent":[15,107],"has":[16],"no":[17],"knowledge":[18],"about":[19,86],"the":[20,51,56,64,78,84,87,90,105,109,114],"environment":[21],"a":[22,30,34,70],"priori.":[23],"Improving":[24],"efficiency":[25,88],"of":[26,89],"decision-making":[27],"practices":[28],"in":[29,38,50,54,94,113],"supply":[31,52,65,79,116],"chain":[32,80],"major":[35],"competitive":[36],"domain":[37],"today's":[39],"uncertain":[40],"business":[41],"environments.":[42],"bullwhip":[44,110],"effect":[45,111],"important":[48],"phenomenon":[49],"chain,":[53],"which":[55],"order":[57],"variability":[58],"increases":[59],"as":[60],"moving":[61],"up":[62],"along":[63],"chain.":[66,117],"This":[67],"paper":[68],"proposes":[69],"multiagent":[71],"coordination":[72],"mechanism":[73],"utilizing":[74],"RL":[75,106],"to":[77],"ordering":[81],"management.":[82],"Further,":[83],"analyses":[85],"are":[92],"discussed":[93],"detail":[95],"based":[96],"on":[97],"some":[98],"representative":[99],"test":[100],"data.":[101],"Results":[102],"show":[103],"reduces":[108],"efficiently":[112],"stochastic":[115]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2016-06-24T00:00:00"}
