{"id":"https://openalex.org/W2947718806","doi":"https://doi.org/10.1109/spcom.2018.8724432","title":"On a Class of Restless Multi-armed Bandits with Deterministic Policies","display_name":"On a Class of Restless Multi-armed Bandits with Deterministic Policies","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2947718806","doi":"https://doi.org/10.1109/spcom.2018.8724432","mag":"2947718806"},"language":"en","primary_location":{"id":"doi:10.1109/spcom.2018.8724432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spcom.2018.8724432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Signal Processing and Communications (SPCOM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://mpra.ub.uni-muenchen.de/75479/1/MPRA_paper_75479.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051894559","display_name":"Prakirt Raj Jhunjhunwala","orcid":"https://orcid.org/0000-0002-1574-6206"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prakirt Raj Jhunjhunwala","raw_affiliation_strings":["Indian Institute of Technology, Bombay"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Bombay","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005788654","display_name":"Sharayu Moharir","orcid":"https://orcid.org/0000-0001-9393-9276"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sharayu Moharir","raw_affiliation_strings":["Indian Institute of Technology, Bombay"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Bombay","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017359920","display_name":"D. Manjunath","orcid":"https://orcid.org/0000-0001-7302-284X"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Manjunath","raw_affiliation_strings":["Indian Institute of Technology, Bombay"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Bombay","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030430086","display_name":"Aditya Gopalan","orcid":"https://orcid.org/0000-0002-7323-2975"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aditya Gopalan","raw_affiliation_strings":["Indian Institute of Science, Bangalore"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Science, Bangalore","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051894559"],"corresponding_institution_ids":["https://openalex.org/I162827531"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.26378693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"487","last_page":"491"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9866999983787537,"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/T13553","display_name":"Age of Information Optimization","score":0.9850000143051147,"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/class","display_name":"Class (philosophy)","score":0.6917300224304199},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6100762486457825},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3510361909866333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3446633517742157},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32226598262786865},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1946851909160614}],"concepts":[{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6917300224304199},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6100762486457825},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3510361909866333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3446633517742157},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32226598262786865},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1946851909160614}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/spcom.2018.8724432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spcom.2018.8724432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Signal Processing and Communications (SPCOM)","raw_type":"proceedings-article"},{"id":"pmh:oai::75479","is_oa":true,"landing_page_url":null,"pdf_url":"https://mpra.ub.uni-muenchen.de/75479/1/MPRA_paper_75479.pdf","source":{"id":"https://openalex.org/S4306401429","display_name":"ePrints@IISc (Indian Institute of Science)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai::75479","is_oa":true,"landing_page_url":null,"pdf_url":"https://mpra.ub.uni-muenchen.de/75479/1/MPRA_paper_75479.pdf","source":{"id":"https://openalex.org/S4306401429","display_name":"ePrints@IISc (Indian Institute of Science)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2947718806.pdf","grobid_xml":"https://content.openalex.org/works/W2947718806.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1548164611","https://openalex.org/W1985014315","https://openalex.org/W2036772106","https://openalex.org/W2056921512","https://openalex.org/W2087334858","https://openalex.org/W2101203346","https://openalex.org/W2105556121","https://openalex.org/W2121761793","https://openalex.org/W2124253904","https://openalex.org/W2134945900","https://openalex.org/W2141515329","https://openalex.org/W2153107031","https://openalex.org/W2153441348","https://openalex.org/W2155529408","https://openalex.org/W2156107305","https://openalex.org/W2171671264","https://openalex.org/W2331759129","https://openalex.org/W2536694554","https://openalex.org/W2625841184","https://openalex.org/W4299366509","https://openalex.org/W4394592908"],"related_works":["https://openalex.org/W3107474891","https://openalex.org/W2372895414","https://openalex.org/W4308118156","https://openalex.org/W1985018299","https://openalex.org/W2956693910","https://openalex.org/W1844459587","https://openalex.org/W2884641188","https://openalex.org/W2744503657","https://openalex.org/W4205874205","https://openalex.org/W2990795868"],"abstract_inverted_index":{"We":[0],"describe":[1],"and":[2,57,125],"analyze":[3],"a":[4,44,66,71,93,103],"restless":[5],"multi-armed":[6],"bandit":[7],"(RMAB)":[8],"in":[9,11],"which,":[10],"each":[12,62],"time-slot,":[13],"the":[14,18,25,28,41,48,79,84,89,97,112,131,148],"instantaneous":[15],"reward":[16,59],"from":[17,43],"playing":[19],"of":[20,74,88,96],"an":[21,52,120],"arm":[22,29,63],"depends":[23,47],"on":[24,46],"time":[26,124],"since":[27],"was":[30],"last":[31],"played.":[32],"This":[33],"model":[34,133],"is":[35,106],"motivated":[36],"by":[37],"recommendation":[38,45,49],"systems":[39],"where":[40],"payoff":[42],"history.":[50],"For":[51],"RMAB":[53],"with":[54,122,142],"N":[55],"arms,":[56],"known":[58],"functions":[60],"for":[61,147],"that":[64,82,102,111],"have":[65,150],"finite":[67],"support":[68],"(akin":[69],"to":[70,130],"maximum":[72],"memory)":[73],"M":[75],"steps,":[76],"we":[77,100,109],"characterize":[78],"optimal":[80,113],"policy":[81,105,115],"maximizes":[83],"infinite":[85],"horizon":[86],"time-average":[87],"reward.":[90],"Specifically,":[91],"using":[92,119],"weighted-graph":[94],"representation":[95],"system":[98],"evolution,":[99],"show":[101,110],"periodic":[104,114],"optimal.":[107],"Further,":[108],"can":[116],"be":[117],"obtained":[118],"algorithm":[121],"polynomial":[123],"space":[126],"complexity.":[127],"Some":[128],"extensions":[129],"basic":[132],"are":[134,139],"also":[135],"presented;":[136],"several":[137],"more":[138],"possible.":[140],"RMABs":[141],"such":[143],"large":[144],"state":[145],"spaces":[146],"arms":[149],"not":[151],"been":[152],"previously":[153],"considered.":[154]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
