{"id":"https://openalex.org/W2964840213","doi":"https://doi.org/10.1109/ictc.2017.8190813","title":"Control of nonlinear, complex and black-boxed greenhouse system with reinforcement learning","display_name":"Control of nonlinear, complex and black-boxed greenhouse system with reinforcement learning","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2964840213","doi":"https://doi.org/10.1109/ictc.2017.8190813","mag":"2964840213"},"language":"en","primary_location":{"id":"doi:10.1109/ictc.2017.8190813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc.2017.8190813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1907.12690","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Byunghyun Ban","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Byunghyun Ban","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology, Daejun"],"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejun","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":null,"display_name":"Soobin Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soobin Kim","raw_affiliation_strings":["Kyungbuk National University, Daegu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Kyungbuk National University, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":0.5067,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83431942,"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":"913","last_page":"918"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9326000213623047,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9021999835968018,"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":0.7301999926567078},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.6484000086784363},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.5504999756813049},{"id":"https://openalex.org/keywords/pid-controller","display_name":"PID controller","score":0.5022000074386597},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4896000027656555},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4433000087738037},{"id":"https://openalex.org/keywords/greenhouse","display_name":"Greenhouse","score":0.42879998683929443},{"id":"https://openalex.org/keywords/automatic-control","display_name":"Automatic control","score":0.3937000036239624}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7301999926567078},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.6484000086784363},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.5504999756813049},{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.5022000074386597},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.492000013589859},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4896000027656555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45899999141693115},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4535999894142151},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4433000087738037},{"id":"https://openalex.org/C32198211","wikidata":"https://www.wikidata.org/wiki/Q165044","display_name":"Greenhouse","level":2,"score":0.42879998683929443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3950999975204468},{"id":"https://openalex.org/C167123822","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automatic control","level":2,"score":0.3937000036239624},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.3869999945163727},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.3361000120639801},{"id":"https://openalex.org/C82327864","wikidata":"https://www.wikidata.org/wiki/Q835100","display_name":"Intelligent control","level":2,"score":0.3319999873638153},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.3052999973297119},{"id":"https://openalex.org/C91581856","wikidata":"https://www.wikidata.org/wiki/Q2707001","display_name":"Nonlinear control","level":3,"score":0.2978000044822693},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.25589999556541443},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.25130000710487366},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25060001015663147}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ictc.2017.8190813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc.2017.8190813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1907.12690","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.12690","pdf_url":"https://arxiv.org/pdf/1907.12690","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1907.12690","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.12690","pdf_url":"https://arxiv.org/pdf/1907.12690","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1757796397","https://openalex.org/W1989915587","https://openalex.org/W2046376809","https://openalex.org/W2061854785","https://openalex.org/W2260756217","https://openalex.org/W6683195989","https://openalex.org/W6683204974"],"related_works":[],"abstract_inverted_index":{"Modern":[0],"control":[1,30,46,65,78],"theories":[2],"such":[3],"as":[4],"systems":[5],"engineering":[6],"approaches":[7,27],"try":[8],"to":[9,45,77,85],"solve":[10],"nonlinear":[11],"system":[12,80],"problems":[13],"by":[14],"revelation":[15],"of":[16,25,31,40,63],"causal":[17],"relationship":[18],"or":[19],"co-relationship":[20],"among":[21],"the":[22,87],"components;":[23],"most":[24],"those":[26],"focus":[28],"on":[29,57],"sophisticatedly":[32],"modeled":[33],"white-boxed":[34],"systems.":[35],"We":[36,53],"suggest":[37],"an":[38],"application":[39],"actor-critic":[41],"reinforcement":[42],"learning":[43],"approach":[44,56,83],"a":[47],"nonlinear,":[48],"complex":[49],"and":[50,96],"black-boxed":[51],"system.":[52],"demonstrated":[54],"this":[55,79],"artificial":[58],"green-house":[59],"environment":[60],"simulator":[61],"all":[62],"whose":[64],"inputs":[66],"have":[67],"several":[68],"side":[69],"effects":[70],"so":[71],"human":[72],"cannot":[73],"figure":[74],"out":[75],"how":[76],"easily.":[81],"Our":[82],"succeeded":[84],"maintain":[86],"circumstance":[88],"at":[89],"least":[90],"20":[91],"times":[92],"longer":[93],"than":[94],"PID":[95],"Deep":[97],"Q":[98],"Learning.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2019-08-13T00:00:00"}
