{"id":"https://openalex.org/W4391020482","doi":"https://doi.org/10.1109/tnse.2024.3354792","title":"Distributed Learning of Unknown Games for HetNet Selection","display_name":"Distributed Learning of Unknown Games for HetNet Selection","publication_year":2024,"publication_date":"2024-01-19","ids":{"openalex":"https://openalex.org/W4391020482","doi":"https://doi.org/10.1109/tnse.2024.3354792"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2024.3354792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3354792","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","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/A5022175140","display_name":"Zhiming Huang","orcid":"https://orcid.org/0000-0001-6465-591X"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Zhiming Huang","raw_affiliation_strings":["Department of Computer Science, University of Victoria, Victoria, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043097022","display_name":"Jianping Pan","orcid":"https://orcid.org/0000-0003-4893-6847"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jianping Pan","raw_affiliation_strings":["Department of Computer Science, University of Victoria, Victoria, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022175140"],"corresponding_institution_ids":["https://openalex.org/I212119943"],"apc_list":null,"apc_paid":null,"fwci":0.349,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53993353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"11","issue":"3","first_page":"2914","last_page":"2926"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9822999835014343,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.705337643623352},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.6493241190910339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6382794976234436},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.4126982092857361},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37077391147613525},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.21294593811035156},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.21086499094963074}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.705337643623352},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.6493241190910339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6382794976234436},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.4126982092857361},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37077391147613525},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.21294593811035156},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.21086499094963074},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2024.3354792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3354792","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320319952","display_name":"Canada Foundation for Innovation","ror":"https://ror.org/000az4664"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W316323024","https://openalex.org/W1480501898","https://openalex.org/W1570963478","https://openalex.org/W1584352988","https://openalex.org/W1997304099","https://openalex.org/W1997858594","https://openalex.org/W2000754192","https://openalex.org/W2001681828","https://openalex.org/W2013366448","https://openalex.org/W2040371969","https://openalex.org/W2043854726","https://openalex.org/W2077339485","https://openalex.org/W2077902449","https://openalex.org/W2079229848","https://openalex.org/W2094238774","https://openalex.org/W2100415632","https://openalex.org/W2111365067","https://openalex.org/W2114005980","https://openalex.org/W2149254401","https://openalex.org/W2155323982","https://openalex.org/W2161300749","https://openalex.org/W2477382412","https://openalex.org/W2730819250","https://openalex.org/W2802966486","https://openalex.org/W2808967708","https://openalex.org/W2817019920","https://openalex.org/W3211621594","https://openalex.org/W4214833058","https://openalex.org/W4226401118","https://openalex.org/W6621878715","https://openalex.org/W6736607274","https://openalex.org/W6780526798","https://openalex.org/W6785903337"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4388311650","https://openalex.org/W2390279801","https://openalex.org/W1974056099","https://openalex.org/W2358668433","https://openalex.org/W4245343541","https://openalex.org/W2386077341","https://openalex.org/W563589758","https://openalex.org/W5922282","https://openalex.org/W2954004777"],"abstract_inverted_index":{"<italic":[0,75,98,133,140,153],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[1,76,99,134,141,154],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[2],"Heterogeneous":[3],"network":[4,31],"(HetNet)</i>":[5],"selection":[6,55,120],"is":[7,189],"a":[8,58,74,91,148,161,172,185],"challenging":[9],"problem":[10,56,121,130],"for":[11,37,138,176],"wireless":[12],"devices":[13],"equipped":[14],"with":[15,166],"different":[16],"radio":[17],"access":[18],"technologies":[19],"(e.g.,":[20,46],"LTE,":[21],"5":[22],"G,":[23],"and":[24,63,146],"WiFi),":[25],"as":[26,57,131],"clients":[27,62,88,95],"in":[28,109,122,160,181],"the":[29,38,53,81,110,118,123,129,177,190,194,206,209],"same":[30],"often":[32,51,72],"behave":[33],"selfishly":[34],"to":[35,41,66,156,192,204],"compete":[36],"common":[39],"resources":[40],"maximize":[42],"their":[43,106],"own":[44,107],"rewards":[45,85,108],"throughput).":[47],"Most":[48],"existing":[49],"works":[50,71],"model":[52,128],"HetNet":[54,119],"non-cooperative":[59],"game":[60,136],"among":[61],"find":[64],"strategies":[65],"achieve":[67,157],"equilibria.":[68],"However,":[69],"those":[70],"assume":[73],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">full</i>":[77],"-information":[78],"setting":[79],"where":[80],"number,":[82],"actions,":[83],"or":[84],"of":[86,144,164,197,208],"other":[87],"are":[89,202],"known":[90],"priori.":[92],"In":[93],"practice,":[94],"may":[96],"have":[97],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">limited</i>":[100],"knowledge,":[101],"i.e.,":[102],"they":[103,112],"only":[104],"observe":[105],"networks":[111],"currently":[113],"attach":[114],"to.":[115],"To":[116],"address":[117],"limited":[124],"information":[125],"setting,":[126],"we":[127,170],"an":[132,139],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">unknown</i>":[135,142],"repeated":[137],"number":[143,163],"rounds,":[145],"propose":[147],"distributed":[149],"learning":[150],"algorithm":[151],"called":[152],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Lights</i>":[155],"correlated":[158],"equilibria":[159],"polynomial":[162],"rounds":[165],"provable":[167],"bounds.":[168],"Theoretically,":[169],"present":[171],"novel":[173],"concentration":[174],"bound":[175],"reward":[178],"estimator":[179],"used":[180],"Lights":[182,211],"based":[183],"on":[184],"martingale":[186],"analysis,":[187],"which":[188],"key":[191],"proving":[193],"convergence":[195],"property":[196],"Lights.":[198],"Furthermore,":[199],"extensive":[200],"experiments":[201],"conducted":[203],"verify":[205],"performance":[207],"proposed":[210],"algorithm.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
