{"id":"https://openalex.org/W4407950067","doi":"https://doi.org/10.1109/cdc56724.2024.10886365","title":"An Optimal-Control Approach to Infinite-Horizon Restless Bandits: Achieving Asymptotic Optimality with Minimal Assumptions","display_name":"An Optimal-Control Approach to Infinite-Horizon Restless Bandits: Achieving Asymptotic Optimality with Minimal Assumptions","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W4407950067","doi":"https://doi.org/10.1109/cdc56724.2024.10886365"},"language":"en","primary_location":{"id":"doi:10.1109/cdc56724.2024.10886365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886365","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","raw_type":"proceedings-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/A5101820342","display_name":"Chen Yan","orcid":"https://orcid.org/0000-0002-0551-4786"},"institutions":[{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"funder","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]},{"id":"https://openalex.org/I4210121908","display_name":"Biostatistique et Processus Spatiaux","ror":"https://ror.org/02d898a89","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210088668","https://openalex.org/I4210121908","https://openalex.org/I4210136791"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Chen Yan","raw_affiliation_strings":["Statify, Inria Grenoble and BioSP, INRAE,Avignon"],"affiliations":[{"raw_affiliation_string":"Statify, Inria Grenoble and BioSP, INRAE,Avignon","institution_ids":["https://openalex.org/I4210121908","https://openalex.org/I4210088668","https://openalex.org/I4210101348"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101820342"],"corresponding_institution_ids":["https://openalex.org/I4210088668","https://openalex.org/I4210101348","https://openalex.org/I4210121908"],"apc_list":null,"apc_paid":null,"fwci":2.0434,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88492545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"6665","last_page":"6672"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9247000217437744,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9054999947547913,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.6048434376716614},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.5344435572624207},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.504452109336853},{"id":"https://openalex.org/keywords/horizon","display_name":"Horizon","score":0.4866431653499603},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47525474429130554},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.45288681983947754},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.41523435711860657},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3380734920501709},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09591507911682129}],"concepts":[{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.6048434376716614},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.5344435572624207},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.504452109336853},{"id":"https://openalex.org/C159176650","wikidata":"https://www.wikidata.org/wiki/Q43261","display_name":"Horizon","level":2,"score":0.4866431653499603},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47525474429130554},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.45288681983947754},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.41523435711860657},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3380734920501709},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09591507911682129},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc56724.2024.10886365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886365","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2010557618","https://openalex.org/W2024891059","https://openalex.org/W2044069028","https://openalex.org/W2044502527","https://openalex.org/W2056921512","https://openalex.org/W2105556121","https://openalex.org/W2155397423","https://openalex.org/W2479760086","https://openalex.org/W2511028367","https://openalex.org/W3001922646","https://openalex.org/W3104937890","https://openalex.org/W3136386349","https://openalex.org/W4206530644","https://openalex.org/W4213251304","https://openalex.org/W4252400026","https://openalex.org/W4308245301","https://openalex.org/W4377148696","https://openalex.org/W4379251961","https://openalex.org/W4389224581","https://openalex.org/W4389572214","https://openalex.org/W4407950067","https://openalex.org/W6846633107","https://openalex.org/W6853498352","https://openalex.org/W6861965377"],"related_works":["https://openalex.org/W4233159725","https://openalex.org/W2347391878","https://openalex.org/W2347250522","https://openalex.org/W4388749683","https://openalex.org/W2051033938","https://openalex.org/W2759633009","https://openalex.org/W1892002403","https://openalex.org/W2330249823","https://openalex.org/W2282793296","https://openalex.org/W2086351220"],"abstract_inverted_index":{"We":[0],"adopt":[1],"an":[2,41,59,75,86],"optimal-control":[3,42,65],"framework":[4],"for":[5,71],"addressing":[6],"the":[7,26,36,45,56,64,72,103,107],"undiscounted":[8],"infinite-horizon":[9],"discrete-time":[10],"restless":[11],"N":[12],"-armed":[13],"bandit":[14,38],"problem.":[15],"Unlike":[16],"most":[17],"studies":[18],"that":[19,55],"rely":[20],"on":[21,25,102],"constructing":[22],"policies":[23],"based":[24],"relaxed":[27],"single-armed":[28],"Markov":[29],"Decision":[30],"Process":[31],"(MDP),":[32],"we":[33],"propose":[34],"relaxing":[35],"entire":[37],"MDP":[39],"as":[40],"problem":[43,66],"through":[44],"certainty":[46],"equivalence":[47],"control":[48],"principle.":[49],"Our":[50],"main":[51],"contribution":[52],"is":[53,67,94,110],"demonstrating":[54],"reachability":[57,92],"of":[58,74],"optimal":[60,77],"stationary":[61],"state":[62],"within":[63],"a":[68,80],"sufficient":[69],"condition":[70,109],"existence":[73],"asymptotically":[76],"policy.":[78],"Such":[79],"policy":[81],"can":[82],"be":[83],"devised":[84],"using":[85],"\u201calign":[87],"and":[88],"steer\u201d":[89],"strategy.":[90],"This":[91],"assumption":[93],"less":[95],"stringent":[96],"than":[97],"any":[98],"prior":[99],"assumptions":[100],"imposed":[101],"arm-level":[104],"MDP,":[105],"notably":[106],"unichain":[108],"no":[111],"longer":[112],"needed.":[113]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}