{"id":"https://openalex.org/W3097683259","doi":"https://doi.org/10.1007/978-3-030-60843-9_3","title":"Reinforcement Learning of Supply Chain Control Policy Using Closed Loop Multi-agent Simulation","display_name":"Reinforcement Learning of Supply Chain Control Policy Using Closed Loop Multi-agent Simulation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3097683259","doi":"https://doi.org/10.1007/978-3-030-60843-9_3","mag":"3097683259"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-60843-9_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-60843-9_3","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":"https://openalex.org/A5039438854","display_name":"Souvik Barat","orcid":"https://orcid.org/0000-0002-4677-1957"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Souvik Barat","raw_affiliation_strings":["TCS Research, Pune, India"],"raw_orcid":"https://orcid.org/0000-0002-4677-1957","affiliations":[{"raw_affiliation_string":"TCS Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072810391","display_name":"Prashant Kumar","orcid":"https://orcid.org/0000-0002-3850-383X"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prashant Kumar","raw_affiliation_strings":["TCS Research, Pune, India"],"raw_orcid":"https://orcid.org/0000-0002-3850-383X","affiliations":[{"raw_affiliation_string":"TCS Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064092377","display_name":"Monika Gajrani","orcid":"https://orcid.org/0000-0002-8858-1748"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Monika Gajrani","raw_affiliation_strings":["TCS Research, Pune, India"],"raw_orcid":"https://orcid.org/0000-0002-8858-1748","affiliations":[{"raw_affiliation_string":"TCS Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045214135","display_name":"Harshad Khadilkar","orcid":"https://orcid.org/0000-0003-3601-778X"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harshad Khadilkar","raw_affiliation_strings":["TCS Research, Mumbai, India"],"raw_orcid":"https://orcid.org/0000-0003-3601-778X","affiliations":[{"raw_affiliation_string":"TCS Research, Mumbai, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028455101","display_name":"Hardik Meisheri","orcid":"https://orcid.org/0000-0002-9014-1098"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hardik Meisheri","raw_affiliation_strings":["TCS Research, Mumbai, India"],"raw_orcid":"https://orcid.org/0000-0002-9014-1098","affiliations":[{"raw_affiliation_string":"TCS Research, Mumbai, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075982390","display_name":"Vinita Baniwal","orcid":"https://orcid.org/0000-0002-7329-3540"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinita Baniwal","raw_affiliation_strings":["TCS Research, Mumbai, India"],"raw_orcid":"https://orcid.org/0000-0002-7329-3540","affiliations":[{"raw_affiliation_string":"TCS Research, Mumbai, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080404738","display_name":"Vinay Kulkarni","orcid":"https://orcid.org/0000-0003-1570-1339"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinay Kulkarni","raw_affiliation_strings":["TCS Research, Pune, India"],"raw_orcid":"https://orcid.org/0000-0003-1570-1339","affiliations":[{"raw_affiliation_string":"TCS Research, Pune, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5039438854"],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.6117,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93967734,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"26","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9948999881744385,"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":0.9948999881744385,"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/T10524","display_name":"Traffic control and management","score":0.9934999942779541,"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"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9889000058174133,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.9018572568893433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8121833801269531},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.659593403339386},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6335625648498535},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6167913675308228},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.603244960308075},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5037536025047302},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4815269112586975},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34860551357269287},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.33703434467315674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23552730679512024},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14473822712898254},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.12178689241409302}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.9018572568893433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8121833801269531},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.659593403339386},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6335625648498535},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6167913675308228},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.603244960308075},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5037536025047302},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4815269112586975},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34860551357269287},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.33703434467315674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23552730679512024},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14473822712898254},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.12178689241409302},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-60843-9_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-60843-9_3","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":40,"referenced_works":["https://openalex.org/W1572121405","https://openalex.org/W1588942736","https://openalex.org/W1757796397","https://openalex.org/W1977655452","https://openalex.org/W1978956894","https://openalex.org/W1979058254","https://openalex.org/W1993460040","https://openalex.org/W2018934112","https://openalex.org/W2020061819","https://openalex.org/W2034332963","https://openalex.org/W2036207869","https://openalex.org/W2039233423","https://openalex.org/W2061043984","https://openalex.org/W2070410573","https://openalex.org/W2072384822","https://openalex.org/W2072794470","https://openalex.org/W2073794815","https://openalex.org/W2104925392","https://openalex.org/W2147107304","https://openalex.org/W2149052950","https://openalex.org/W2156737235","https://openalex.org/W2159658699","https://openalex.org/W2163198877","https://openalex.org/W2164010570","https://openalex.org/W2171589479","https://openalex.org/W2577236900","https://openalex.org/W2620895257","https://openalex.org/W2621837479","https://openalex.org/W2623293810","https://openalex.org/W2800510013","https://openalex.org/W2904663025","https://openalex.org/W2917847170","https://openalex.org/W2963094133","https://openalex.org/W3011439212","https://openalex.org/W3132347552","https://openalex.org/W4256363426","https://openalex.org/W4292923331","https://openalex.org/W6600287528","https://openalex.org/W6602643699","https://openalex.org/W6735944222"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W2250140200","https://openalex.org/W3121791438"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}