{"id":"https://openalex.org/W7161959987","doi":"https://doi.org/10.1016/j.engappai.2026.115166","title":"Dual-agent reinforcement learning network with knowledge injection for multi-objective control of tandem cold rolling","display_name":"Dual-agent reinforcement learning network with knowledge injection for multi-objective control of tandem cold rolling","publication_year":2026,"publication_date":"2026-05-22","ids":{"openalex":"https://openalex.org/W7161959987","doi":"https://doi.org/10.1016/j.engappai.2026.115166"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2026.115166","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.115166","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"},"type":"article","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/A5136632934","display_name":"Shang Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shang Chen","raw_affiliation_strings":["The State Key Laboratory of Digital Steel, Northeastern University, Shenyang, 110819, Liaoning, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Digital Steel, Northeastern University, Shenyang, 110819, Liaoning, PR China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113170022","display_name":"Jiawei Lei","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089115","display_name":"Institute of Research of Iron and Steel Shasteel","ror":"https://ror.org/009cevv08","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089115"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Lei","raw_affiliation_strings":["Institute of Research of Iron and Steel, Jiangsu Shagang, Zhangjiagang, 215600, Jiangsu, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Research of Iron and Steel, Jiangsu Shagang, Zhangjiagang, 215600, Jiangsu, PR China","institution_ids":["https://openalex.org/I4210089115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086068186","display_name":"Yunjian Hu","orcid":"https://orcid.org/0000-0003-0405-7111"},"institutions":[{"id":"https://openalex.org/I83714178","display_name":"Shenyang Jianzhu University","ror":"https://ror.org/01zr73v18","country_code":"CN","type":"education","lineage":["https://openalex.org/I83714178"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunjian Hu","raw_affiliation_strings":["School of Mechanical Engineering, Shenyang Jianzhu University, Shenyang, 110168, Liaoning, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shenyang Jianzhu University, Shenyang, 110168, Liaoning, PR China","institution_ids":["https://openalex.org/I83714178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136613917","display_name":"Wen Peng","orcid":"https://orcid.org/0000-0001-8213-8641"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Peng","raw_affiliation_strings":["The State Key Laboratory of Digital Steel, Northeastern University, Shenyang, 110819, Liaoning, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Digital Steel, Northeastern University, Shenyang, 110819, Liaoning, PR China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136621414","display_name":"Dianhua Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dianhua Zhang","raw_affiliation_strings":["The State Key Laboratory of Digital Steel, Northeastern University, Shenyang, 110819, Liaoning, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Digital Steel, Northeastern University, Shenyang, 110819, Liaoning, PR China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043998220","display_name":"Jifei Deng","orcid":"https://orcid.org/0000-0001-6448-0494"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jifei Deng","raw_affiliation_strings":["The State Key Laboratory of Digital Steel, Northeastern University, Shenyang, 110819, Liaoning, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Digital Steel, Northeastern University, Shenyang, 110819, Liaoning, PR China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136708511","display_name":"Jie Sun","orcid":"https://orcid.org/0000-0002-4918-9217"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Sun","raw_affiliation_strings":["The State Key Laboratory of Digital Steel, Northeastern University, Shenyang, 110819, Liaoning, PR China"],"raw_orcid":"https://orcid.org/0000-0002-4918-9217","affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Digital Steel, Northeastern University, Shenyang, 110819, Liaoning, PR China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5136708511"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":{"value":3170,"currency":"USD","value_usd":3170},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.72185331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"179","issue":null,"first_page":"115166","last_page":"115166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11201","display_name":"Metallurgy and Material Forming","score":0.48660001158714294,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11201","display_name":"Metallurgy and Material Forming","score":0.48660001158714294,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T12794","display_name":"Adaptive Dynamic Programming Control","score":0.0982000008225441,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.041200000792741776,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6449000239372253},{"id":"https://openalex.org/keywords/tandem","display_name":"Tandem","score":0.6347000002861023},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.49149999022483826},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3197000026702881},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3093999922275543},{"id":"https://openalex.org/keywords/control-network","display_name":"Control network","score":0.2994000017642975}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8903999924659729},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6449000239372253},{"id":"https://openalex.org/C2777814067","wikidata":"https://www.wikidata.org/wiki/Q1752317","display_name":"Tandem","level":2,"score":0.6347000002861023},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.49149999022483826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4722000062465668},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3197000026702881},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3183000087738037},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3093999922275543},{"id":"https://openalex.org/C74925373","wikidata":"https://www.wikidata.org/wiki/Q4175911","display_name":"Control network","level":3,"score":0.2994000017642975},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.29580000042915344},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.2635999917984009},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25380000472068787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.engappai.2026.115166","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.115166","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W3015082424","https://openalex.org/W4200086156","https://openalex.org/W4225505705","https://openalex.org/W4281251683","https://openalex.org/W4323363125","https://openalex.org/W4396605204","https://openalex.org/W4399202119","https://openalex.org/W4399592166","https://openalex.org/W4399880716","https://openalex.org/W4400315076","https://openalex.org/W4406258464","https://openalex.org/W4406862470","https://openalex.org/W4406907316","https://openalex.org/W4407022868","https://openalex.org/W4407900407","https://openalex.org/W4408346625","https://openalex.org/W4408434866","https://openalex.org/W4408592162","https://openalex.org/W4408703312","https://openalex.org/W4408913787","https://openalex.org/W4409204407","https://openalex.org/W4409624240","https://openalex.org/W4409653849","https://openalex.org/W4409659344","https://openalex.org/W4409672176","https://openalex.org/W4409683775","https://openalex.org/W4410457583","https://openalex.org/W4410796722","https://openalex.org/W4410850764","https://openalex.org/W4411336532","https://openalex.org/W4411346651","https://openalex.org/W4411710754","https://openalex.org/W4411858198","https://openalex.org/W4411866891","https://openalex.org/W4412156492","https://openalex.org/W4412452605","https://openalex.org/W4412664955","https://openalex.org/W4412946625","https://openalex.org/W4413174926","https://openalex.org/W4414573438","https://openalex.org/W4415210002"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-05-22T00:00:00"}
