{"id":"https://openalex.org/W4391341551","doi":"https://doi.org/10.1109/tce.2024.3360211","title":"RelTrans: An Enhancing Offline Reinforcement Learning Model for the Complex Hand Gesture Decision-Making Task","display_name":"RelTrans: An Enhancing Offline Reinforcement Learning Model for the Complex Hand Gesture Decision-Making Task","publication_year":2024,"publication_date":"2024-01-30","ids":{"openalex":"https://openalex.org/W4391341551","doi":"https://doi.org/10.1109/tce.2024.3360211"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3360211","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tce.2024.3360211","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","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/A5110691301","display_name":"Xiangwei Chen","orcid":"https://orcid.org/0009-0006-9159-9785"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangwei Chen","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0009-0006-9159-9785","affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010454033","display_name":"Zhixia Zeng","orcid":"https://orcid.org/0000-0002-7339-9417"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixia Zeng","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049202535","display_name":"Ruliang Xiao","orcid":"https://orcid.org/0000-0003-2173-4612"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruliang Xiao","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2173-4612","affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035273426","display_name":"Imad Rida","orcid":"https://orcid.org/0000-0003-2789-5070"},"institutions":[{"id":"https://openalex.org/I4210145747","display_name":"Biom\u00e9canique et Bioing\u00e9nierie","ror":"https://ror.org/03yaydt41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210145747"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Imad Rida","raw_affiliation_strings":["Laboratoire Biomécanique et Bioingénierie UMR 7338, Centre de Recherches de Royallieu, Université de Technologie de Compiégne, Compiégne, France"],"raw_orcid":"https://orcid.org/0000-0003-2789-5070","affiliations":[{"raw_affiliation_string":"Laboratoire Biomécanique et Bioingénierie UMR 7338, Centre de Recherches de Royallieu, Université de Technologie de Compiégne, Compiégne, France","institution_ids":["https://openalex.org/I4210145747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046652046","display_name":"Shi Zhang","orcid":"https://orcid.org/0000-0002-1458-9050"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Zhang","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou, China","institution_ids":["https://openalex.org/I111753288"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2532,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51119786,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"70","issue":"1","first_page":"3762","last_page":"3769"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7802415490150452},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7525899410247803},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7057135105133057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6043314337730408},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5622704029083252},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5282726883888245},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.48783043026924133},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47654563188552856}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7802415490150452},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7525899410247803},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7057135105133057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6043314337730408},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5622704029083252},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5282726883888245},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.48783043026924133},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47654563188552856}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tce.2024.3360211","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tce.2024.3360211","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04433436v1","is_oa":false,"landing_page_url":"https://utc.hal.science/hal-04433436","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Consumer Electronics, 2024, pp.1-1. ⟨10.1109/TCE.2024.3360211⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G5759076869","display_name":null,"funder_award_id":"62172097","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6185092768","display_name":null,"funder_award_id":"2020H6011","funder_id":"https://openalex.org/F4320323190","funder_display_name":"Fujian Provincial Department of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323190","display_name":"Fujian Provincial Department of Science and Technology","ror":"https://ror.org/00rgzpv08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W2770887258","https://openalex.org/W3011616602","https://openalex.org/W3016525976","https://openalex.org/W3039588553","https://openalex.org/W3086971787","https://openalex.org/W3154590394","https://openalex.org/W3203532272","https://openalex.org/W4206706211","https://openalex.org/W4287756699","https://openalex.org/W4292821594","https://openalex.org/W4382318909","https://openalex.org/W6687045409","https://openalex.org/W6757469721","https://openalex.org/W6776601253","https://openalex.org/W6779265984","https://openalex.org/W6779656125","https://openalex.org/W6792049622","https://openalex.org/W6796289742","https://openalex.org/W6796589144","https://openalex.org/W6804244202","https://openalex.org/W6841549819","https://openalex.org/W6851312059"],"related_works":["https://openalex.org/W2902873204","https://openalex.org/W2768698792","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735"],"abstract_inverted_index":{"As":[0],"wearable":[1],"devices":[2,19,30],"gain":[3],"popularity,":[4],"gesture":[5,14,36,68,160],"recognition":[6,37,161],"technology":[7,162],"is":[8,16,200],"becoming":[9],"increasingly":[10],"vital.":[11],"Merely":[12],"identifying":[13],"categories":[15],"insufficient":[17],"for":[18,66,92],"operating":[20],"in":[21,28,40,99,163,175,193],"complex":[22,41,67],"environments.":[23],"A":[24],"significant":[25],"challenge":[26],"lies":[27],"enabling":[29],"to":[31,88,118,141,145],"autonomously":[32],"and":[33,132,143,148,157,203],"efficiently":[34],"perform":[35],"tasks,":[38],"particularly":[39],"decision-making.":[42],"Addressing":[43],"this,":[44],"this":[45],"paper":[46],"introduces":[47],"an":[48,74],"implicit":[49,121],"relationship":[50,90],"constraint-based":[51],"offline":[52,178],"reinforcement":[53],"learning":[54],"model,":[55],"termed":[56],"the":[57,94,116,139,155,176,187],"Relationship":[58],"Transformer":[59],"Guided":[60],"Generative":[61,95],"Policy":[62,96],"Network":[63,77,97],"(RelTrans),":[64],"designed":[65],"decision-making":[69,147,196],"tasks.":[70,197],"The":[71],"model":[72,140],"includes":[73],"Implicit":[75],"Constraint-Constructing":[76],"(ICCN)":[78],"that":[79,182],"uses":[80],"immediate":[81],"rewards,":[82],"unbound":[83],"by":[84],"predefined":[85],"reward":[86],"values,":[87],"extract":[89],"data":[91],"guiding":[93],"(GPN)":[98],"predicting":[100],"action":[101],"sequences.":[102],"Additionally,":[103],"it":[104],"integrates":[105],"a":[106,164],"knowledge":[107],"distillation-based":[108],"Soft-Bias":[109],"loss":[110],"function,":[111],"which":[112],"not":[113],"only":[114],"allows":[115],"GPN":[117],"leverage":[119],"ICCN\u2019s":[120],"constraints":[122],"but":[123],"also":[124],"controls":[125],"its":[126],"self-generalization,":[127],"ensuring":[128],"effective":[129],"information":[130],"exchange":[131],"coordinated":[133],"network":[134],"updates.":[135],"These":[136],"advancements":[137],"enable":[138],"comprehend":[142],"adapt":[144],"higher-level":[146],"reasoning":[149],"across":[150,172],"varying":[151],"environmental":[152],"conditions,":[153],"enhancing":[154],"agent":[156],"applicability":[158],"of":[159,167,189],"broad":[165],"spectrum":[166],"application":[168],"areas.":[169],"Extensive":[170],"experimentation":[171],"19":[173],"subtasks":[174],"D4RL":[177],"benchmark":[179],"suite":[180],"demonstrates":[181],"RelTrans":[183],"matches":[184],"or":[185],"surpasses":[186],"performance":[188],"previous":[190],"state-of-the-art":[191],"approaches":[192],"various":[194],"autonomous":[195],"Our":[198],"code":[199],"open":[201],"source":[202],"available":[204],"at:https://github.com/Aoudsung/RelTrans.":[205]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}