{"id":"https://openalex.org/W3157323279","doi":"https://doi.org/10.1137/20m1332876","title":"History-dependent Evaluations in Partially Observable Markov Decision Process","display_name":"History-dependent Evaluations in Partially Observable Markov Decision Process","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3157323279","doi":"https://doi.org/10.1137/20m1332876","mag":"3157323279"},"language":"en","primary_location":{"id":"doi:10.1137/20m1332876","is_oa":false,"landing_page_url":"https://doi.org/10.1137/20m1332876","pdf_url":null,"source":{"id":"https://openalex.org/S897311980","display_name":"SIAM Journal on Control and Optimization","issn_l":"0363-0129","issn":["0363-0129","1095-7138"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Control and Optimization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11385/207667","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005894158","display_name":"Xavier Venel","orcid":"https://orcid.org/0000-0003-1150-9139"},"institutions":[{"id":"https://openalex.org/I4210088826","display_name":"Centre d'\u00c9conomie de la Sorbonne","ror":"https://ror.org/006shqv80","country_code":"FR","type":"facility","lineage":["https://openalex.org/I11559806","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210088826","https://openalex.org/I4210150854","https://openalex.org/I51101395"]},{"id":"https://openalex.org/I57995698","display_name":"Paris School of Economics","ror":"https://ror.org/01qtp1053","country_code":"FR","type":"education","lineage":["https://openalex.org/I1294671590","https://openalex.org/I142631665","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I4210088668","https://openalex.org/I4210145102","https://openalex.org/I51101395","https://openalex.org/I57995698","https://openalex.org/I90669466"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xavier Venel","raw_affiliation_strings":["CES - Centre d'\u00e9conomie de la Sorbonne (Maison des Sciences \u00c9conomiques - 106-112 Boulevard de l'H\u00f4pital - 75647 Paris Cedex 13 - France)","PSE - Paris School of Economics (48 boulevard Jourdan 75014 Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CES - Centre d'\u00e9conomie de la Sorbonne (Maison des Sciences \u00c9conomiques - 106-112 Boulevard de l'H\u00f4pital - 75647 Paris Cedex 13 - France)","institution_ids":["https://openalex.org/I4210088826"]},{"raw_affiliation_string":"PSE - Paris School of Economics (48 boulevard Jourdan 75014 Paris - France)","institution_ids":["https://openalex.org/I57995698"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057222013","display_name":"Bruno Ziliotto","orcid":"https://orcid.org/0000-0002-4448-1411"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I171048554","display_name":"Centre de Recherche en Math\u00e9matiques de la D\u00e9cision","ror":"https://ror.org/03s0gj002","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I171048554","https://openalex.org/I2746051580","https://openalex.org/I4210141950","https://openalex.org/I56435720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bruno Ziliotto","raw_affiliation_strings":["CEREMADE - CEntre de REcherches en MAth\u00e9matiques de la DEcision (Place du Mar\u00e9chal de Lattre de Tassigny 75775 - Paris Cedex 16 - France)","CNRS - Centre National de la Recherche Scientifique (France)","PSL - Universit\u00e9 Paris Sciences et Lettres (60 rue Mazarine 75006 Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEREMADE - CEntre de REcherches en MAth\u00e9matiques de la DEcision (Place du Mar\u00e9chal de Lattre de Tassigny 75775 - Paris Cedex 16 - France)","institution_ids":["https://openalex.org/I171048554"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"PSL - Universit\u00e9 Paris Sciences et Lettres (60 rue Mazarine 75006 Paris - France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1458,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43114892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"59","issue":"2","first_page":"1730","last_page":"1755"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.7938234806060791},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.6440335512161255},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5976122617721558},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.5894715189933777},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5873131155967712},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.5847809314727783},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5374041199684143},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5176784992218018},{"id":"https://openalex.org/keywords/decision-process","display_name":"Decision process","score":0.5127847790718079},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.43946659564971924},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.40480130910873413},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3241286277770996},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.32375332713127136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.27576544880867004},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.2644408941268921},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2635881304740906},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13146641850471497},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.08373329043388367}],"concepts":[{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.7938234806060791},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.6440335512161255},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5976122617721558},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.5894715189933777},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5873131155967712},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5847809314727783},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5374041199684143},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5176784992218018},{"id":"https://openalex.org/C2984634286","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision process","level":2,"score":0.5127847790718079},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.43946659564971924},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.40480130910873413},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3241286277770996},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.32375332713127136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27576544880867004},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2644408941268921},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2635881304740906},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13146641850471497},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.08373329043388367},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1137/20m1332876","is_oa":false,"landing_page_url":"https://doi.org/10.1137/20m1332876","pdf_url":null,"source":{"id":"https://openalex.org/S897311980","display_name":"SIAM Journal on Control and Optimization","issn_l":"0363-0129","issn":["0363-0129","1095-7138"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Control and Optimization","raw_type":"journal-article"},{"id":"pmh:oai:iris.luiss.it:11385/207667","is_oa":true,"landing_page_url":"http://hdl.handle.net/11385/207667","pdf_url":null,"source":{"id":"https://openalex.org/S4377196446","display_name":"IRIS - Institutional Research Information System (Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56441308","host_organization_name":"Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli","host_organization_lineage":["https://openalex.org/I56441308"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.luiss.it:11385/207667","is_oa":true,"landing_page_url":"http://hdl.handle.net/11385/207667","pdf_url":null,"source":{"id":"https://openalex.org/S4377196446","display_name":"IRIS - Institutional Research Information System (Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56441308","host_organization_name":"Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli","host_organization_lineage":["https://openalex.org/I56441308"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G6404155406","display_name":null,"funder_award_id":"PGMO RSG 2018-0031H","funder_id":"https://openalex.org/F4320324478","funder_display_name":"Fondation Math\u00e9matique Jacques Hadamard"},{"id":"https://openalex.org/G7212265659","display_name":"Communication and Information in Games on Networks","funder_award_id":"ANR-15-CE38-0007","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320324478","display_name":"Fondation Math\u00e9matique Jacques Hadamard","ror":"https://ror.org/0153me927"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W365305493","https://openalex.org/W1967037758","https://openalex.org/W1973822765","https://openalex.org/W1985489506","https://openalex.org/W1986389067","https://openalex.org/W2004640191","https://openalex.org/W2011418219","https://openalex.org/W2018761851","https://openalex.org/W2040434095","https://openalex.org/W2128823230","https://openalex.org/W2557272457"],"related_works":["https://openalex.org/W2999848267","https://openalex.org/W2096013579","https://openalex.org/W52153049","https://openalex.org/W1760611253","https://openalex.org/W1589140671","https://openalex.org/W1515117609","https://openalex.org/W4323315247","https://openalex.org/W131709709","https://openalex.org/W2294884454","https://openalex.org/W3169161914"],"abstract_inverted_index":{"We":[0,26],"consider":[1],"POMDPs":[2,63],"in":[3,21],"which":[4],"the":[5,8,13,22,57],"weight":[6],"of":[7,16,44,56],"stage":[9],"payoff":[10],"depends":[11],"on":[12],"past":[14],"sequence":[15,43],"signals":[17],"and":[18,52,59],"actions":[19],"occurring":[20],"infinitely":[23],"repeated":[24],"problem.":[25],"prove":[27],"that":[28,38,46],"for":[29,41],"all":[30],"\u03b5":[31],">":[32],"0,":[33],"there":[34],"exists":[35],"a":[36],"strategy":[37],"is":[39,47],"\u03b5-optimal":[40],"any":[42],"weights":[45],"regular":[48],"enough.":[49],"This":[50],"unifies":[51],"generalizes":[53],"several":[54],"results":[55],"literature,":[58],"applies":[60],"notably":[61],"to":[62],"with":[64],"limsup":[65],"payoffs.":[66]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2021-05-10T00:00:00"}