{"id":"https://openalex.org/W4312679805","doi":"https://doi.org/10.1109/tcsii.2022.3218323","title":"Based on <i>Q</i>-Learning Optimal Tracking Control Schemes for Linear It\u00f4 Stochastic Systems With Markovian Jumps","display_name":"Based on <i>Q</i>-Learning Optimal Tracking Control Schemes for Linear It\u00f4 Stochastic Systems With Markovian Jumps","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4312679805","doi":"https://doi.org/10.1109/tcsii.2022.3218323"},"language":"en","primary_location":{"id":"doi:10.1109/tcsii.2022.3218323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2022.3218323","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems II: Express Briefs","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/A5100331912","display_name":"Mei Li","orcid":"https://orcid.org/0000-0002-5814-6091"},"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":"Mei Li","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002903770","display_name":"Jiayue Sun","orcid":"https://orcid.org/0000-0002-7774-2606"},"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":"Jiayue Sun","raw_affiliation_strings":["School of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-7774-2606","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100625792","display_name":"Huaguang Zhang","orcid":"https://orcid.org/0000-0002-2375-9824"},"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":"Huaguang Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-2375-9824","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010477724","display_name":"Zhongyang Ming","orcid":"https://orcid.org/0009-0001-1002-6840"},"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":"Zhongyang Ming","raw_affiliation_strings":["School of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":1.1495,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.80981164,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"70","issue":"3","first_page":"1094","last_page":"1098"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12794","display_name":"Adaptive Dynamic Programming Control","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12794","display_name":"Adaptive Dynamic Programming Control","score":1.0,"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/T10305","display_name":"Power System Optimization and Stability","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12277","display_name":"Frequency Control in Power Systems","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/notation","display_name":"Notation","score":0.5511788129806519},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4644831120967865},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4598008990287781},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4495667815208435},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4342520833015442},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.434021532535553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40579846501350403},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4003807008266449},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.11136776208877563}],"concepts":[{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.5511788129806519},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4644831120967865},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4598008990287781},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4495667815208435},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4342520833015442},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.434021532535553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40579846501350403},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4003807008266449},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.11136776208877563},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsii.2022.3218323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2022.3218323","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems II: Express Briefs","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2036897366","display_name":null,"funder_award_id":"61627809","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G451589156","display_name":null,"funder_award_id":"2018YFA0702200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G837822842","display_name":null,"funder_award_id":"XLYC1801005","funder_id":"https://openalex.org/F4320329895","funder_display_name":"Liaoning Revitalization Talents Program"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329895","display_name":"Liaoning Revitalization Talents Program","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1968908471","https://openalex.org/W2159700913","https://openalex.org/W2564717627","https://openalex.org/W2982838649","https://openalex.org/W3031391912","https://openalex.org/W3033944413","https://openalex.org/W3035109181","https://openalex.org/W3039138740","https://openalex.org/W3096270401","https://openalex.org/W3170350855","https://openalex.org/W3181437685","https://openalex.org/W3187093053","https://openalex.org/W3195322794","https://openalex.org/W3197005866","https://openalex.org/W4205561196","https://openalex.org/W4206654020","https://openalex.org/W4210486830","https://openalex.org/W4211109292","https://openalex.org/W4285505818","https://openalex.org/W4290717511"],"related_works":["https://openalex.org/W2504004674","https://openalex.org/W1987679298","https://openalex.org/W2963177394","https://openalex.org/W4313359513","https://openalex.org/W2498744856","https://openalex.org/W4390482104","https://openalex.org/W322408318","https://openalex.org/W149041114","https://openalex.org/W1965815883","https://openalex.org/W763418848"],"abstract_inverted_index":{"In":[0],"this":[1],"brief,":[2],"a":[3,60,63,117],"<inline-formula":[4,51,102],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[5,52,103],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[6,53,104],"<tex-math":[7,54,105],"notation=\"LaTeX\">$Q$":[8,55,106],"</tex-math></inline-formula>":[9,56,107],"-learning":[10,57,108],"algorithm":[11,115],"is":[12,30,68,80,130],"designed":[13,101,114],"to":[14,58,70,82,121,132],"solve":[15],"the":[16,38,42,72,84,89,100,113,127,134,139],"optimal":[17,73,85],"tracking":[18],"control":[19],"problem":[20,29],"(OTCP)":[21],"for":[22],"stochastic":[23,33],"system":[24,35,40,45,95,120],"with":[25],"Markovian":[26],"jump.":[27],"The":[28],"formulated":[31],"by":[32],"augmented":[34],"composed":[36],"of":[37,91,138],"dynamic":[39],"and":[41,46,94,126,136],"reference":[43],"trajectory":[44],"then":[47],"using":[48],"ideas":[49],"from":[50],"provide":[59],"solution.":[61],"Namely,":[62],"critic":[64],"neural":[65],"network":[66],"(NN)":[67],"used":[69,81],"estimate":[71],"cost":[74],"function":[75],"while":[76],"an":[77],"actor":[78],"NN":[79],"approximate":[83],"controller.":[86],"Moreover,":[87],"both":[88],"requirements":[90],"transition":[92],"probability":[93],"matrix":[96],"are":[97],"avoided":[98],"via":[99],"algorithm.":[109,140],"Finally,":[110],"we":[111],"apply":[112],"in":[116],"single-area":[118],"power":[119],"track":[122],"continuous":[123],"sinusoidal":[124],"waveforms,":[125],"simulation":[128],"result":[129],"provided":[131],"show":[133],"effectiveness":[135],"applicability":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
