{"id":"https://openalex.org/W1629580170","doi":"https://doi.org/10.1007/s10009-015-0383-0","title":"Smart sampling for lightweight verification of Markov decision processes","display_name":"Smart sampling for lightweight verification of Markov decision processes","publication_year":2015,"publication_date":"2015-06-05","ids":{"openalex":"https://openalex.org/W1629580170","doi":"https://doi.org/10.1007/s10009-015-0383-0","mag":"1629580170"},"language":"en","primary_location":{"id":"doi:10.1007/s10009-015-0383-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10009-015-0383-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10009-015-0383-0.pdf","source":{"id":"https://openalex.org/S122567160","display_name":"International Journal on Software Tools for Technology Transfer","issn_l":"1433-2779","issn":["1433-2779","1433-2787"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Software Tools for Technology Transfer","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10009-015-0383-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059610025","display_name":"Pedro R. D\u2019Argenio","orcid":"https://orcid.org/0000-0002-8528-9215"},"institutions":[{"id":"https://openalex.org/I166401450","display_name":"Universidad Nacional de C\u00f3rdoba","ror":"https://ror.org/056tb7j80","country_code":"AR","type":"education","lineage":["https://openalex.org/I166401450"]}],"countries":["AR"],"is_corresponding":true,"raw_author_name":"Pedro D\u2019Argenio","raw_affiliation_strings":["Universidad Nacional de C\u00f3rdoba, C\u00f3rdoba, Argentina"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional de C\u00f3rdoba, C\u00f3rdoba, Argentina","institution_ids":["https://openalex.org/I166401450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030129842","display_name":"Axel Legay","orcid":"https://orcid.org/0000-0003-2287-8925"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Inria Rennes - Bretagne Atlantique Research Centre","ror":"https://ror.org/04040yw90","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Axel Legay","raw_affiliation_strings":["Inria Rennes-Bretagne Atlantique, Rennes, France","INRIA Rennes - Bretagne, Atlantique, Rennes, France#TAB#"],"affiliations":[{"raw_affiliation_string":"Inria Rennes-Bretagne Atlantique, Rennes, France","institution_ids":["https://openalex.org/I4210133778"]},{"raw_affiliation_string":"INRIA Rennes - Bretagne, Atlantique, Rennes, France#TAB#","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081670169","display_name":"Sean Sedwards","orcid":"https://orcid.org/0000-0002-2903-0823"},"institutions":[{"id":"https://openalex.org/I4210133778","display_name":"Inria Rennes - Bretagne Atlantique Research Centre","ror":"https://ror.org/04040yw90","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sean Sedwards","raw_affiliation_strings":["Inria Rennes-Bretagne Atlantique, Rennes, France","INRIA Rennes - Bretagne, Atlantique, Rennes, France#TAB#"],"affiliations":[{"raw_affiliation_string":"Inria Rennes-Bretagne Atlantique, Rennes, France","institution_ids":["https://openalex.org/I4210133778"]},{"raw_affiliation_string":"INRIA Rennes - Bretagne, Atlantique, Rennes, France#TAB#","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028376436","display_name":"Louis\u2010Marie Traonouez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133778","display_name":"Inria Rennes - Bretagne Atlantique Research Centre","ror":"https://ror.org/04040yw90","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Louis-Marie Traonouez","raw_affiliation_strings":["Inria Rennes-Bretagne Atlantique, Rennes, France","INRIA Rennes - Bretagne, Atlantique, Rennes, France#TAB#"],"affiliations":[{"raw_affiliation_string":"Inria Rennes-Bretagne Atlantique, Rennes, France","institution_ids":["https://openalex.org/I4210133778"]},{"raw_affiliation_string":"INRIA Rennes - Bretagne, Atlantique, Rennes, France#TAB#","institution_ids":["https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059610025"],"corresponding_institution_ids":["https://openalex.org/I166401450"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":6.5393,"has_fulltext":true,"cited_by_count":56,"citation_normalized_percentile":{"value":0.97017219,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"17","issue":"4","first_page":"469","last_page":"484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10142","display_name":"Formal Methods in Verification","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11125","display_name":"Petri Nets in System Modeling","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10933","display_name":"Real-Time Systems Scheduling","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/computer-science","display_name":"Computer science","score":0.8876340389251709},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.7009991407394409},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5505688786506653},{"id":"https://openalex.org/keywords/theory-of-computation","display_name":"Theory of computation","score":0.5057744979858398},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.47849932312965393},{"id":"https://openalex.org/keywords/importance-sampling","display_name":"Importance sampling","score":0.4749089479446411},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.41757529973983765},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.41552361845970154},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4047767221927643},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.36487501859664917},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36177223920822144},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2579007148742676},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07333242893218994}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8876340389251709},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.7009991407394409},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5505688786506653},{"id":"https://openalex.org/C24858836","wikidata":"https://www.wikidata.org/wiki/Q844718","display_name":"Theory of computation","level":2,"score":0.5057744979858398},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.47849932312965393},{"id":"https://openalex.org/C52740198","wikidata":"https://www.wikidata.org/wiki/Q1539564","display_name":"Importance sampling","level":3,"score":0.4749089479446411},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.41757529973983765},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.41552361845970154},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4047767221927643},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.36487501859664917},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36177223920822144},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2579007148742676},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07333242893218994},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1007/s10009-015-0383-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10009-015-0383-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10009-015-0383-0.pdf","source":{"id":"https://openalex.org/S122567160","display_name":"International Journal on Software Tools for Technology Transfer","issn_l":"1433-2779","issn":["1433-2779","1433-2787"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Software Tools for Technology Transfer","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1409.2116","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1409.2116","pdf_url":"https://arxiv.org/pdf/1409.2116","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.740.6165","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.740.6165","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1409.2116.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-01088633v2","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01088633","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal on Software Tools for Technology Transfer, 2015, 17 (4), pp.469-484. ⟨10.1007/s10009-015-0383-0⟩","raw_type":"Journal articles"},{"id":"pmh:oai:rdu.unc.edu.ar:11086/27275","is_oa":true,"landing_page_url":"http://hdl.handle.net/11086/27275","pdf_url":null,"source":{"id":"https://openalex.org/S4306400373","display_name":"Repositorio Digital de la UNC (National University of Cordoba)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166401450","host_organization_name":"Universidad Nacional de C\u00f3rdoba","host_organization_lineage":["https://openalex.org/I166401450"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1433-2779","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:ri.conicet.gov.ar:11336/69333","is_oa":true,"landing_page_url":"http://hdl.handle.net/11336/69333","pdf_url":null,"source":{"id":"https://openalex.org/S4306402455","display_name":"CONICET Digital (CONICET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210148385","host_organization_name":"Biomedicine Research Institute of Buenos Aires - CONICET - Partner Institute of the Max Planck Society","host_organization_lineage":["https://openalex.org/I4210148385"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.48550/arxiv.1409.2116","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1409.2116","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1007/s10009-015-0383-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10009-015-0383-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10009-015-0383-0.pdf","source":{"id":"https://openalex.org/S122567160","display_name":"International Journal on Software Tools for Technology Transfer","issn_l":"1433-2779","issn":["1433-2779","1433-2787"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Software Tools for Technology Transfer","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6899999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1629580170.pdf","grobid_xml":"https://content.openalex.org/works/W1629580170.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W120333500","https://openalex.org/W125598877","https://openalex.org/W1489725951","https://openalex.org/W1498432697","https://openalex.org/W1499021164","https://openalex.org/W1507039213","https://openalex.org/W1512919909","https://openalex.org/W1514087635","https://openalex.org/W1516256348","https://openalex.org/W1516849933","https://openalex.org/W1535073122","https://openalex.org/W1540180001","https://openalex.org/W1556387789","https://openalex.org/W1570655507","https://openalex.org/W1601373402","https://openalex.org/W1607782211","https://openalex.org/W1617322827","https://openalex.org/W1973016897","https://openalex.org/W1978556430","https://openalex.org/W1978942630","https://openalex.org/W1993536119","https://openalex.org/W2003120459","https://openalex.org/W2005998857","https://openalex.org/W2010875998","https://openalex.org/W2018000058","https://openalex.org/W2028827800","https://openalex.org/W2042587503","https://openalex.org/W2054652241","https://openalex.org/W2060944709","https://openalex.org/W2092543186","https://openalex.org/W2103012681","https://openalex.org/W2114768982","https://openalex.org/W2115809996","https://openalex.org/W2115857453","https://openalex.org/W2119567691","https://openalex.org/W2133459795","https://openalex.org/W2165686945","https://openalex.org/W2166422915","https://openalex.org/W2167770337","https://openalex.org/W2185071254","https://openalex.org/W2334782222","https://openalex.org/W2341171179","https://openalex.org/W2752853835","https://openalex.org/W2752885492","https://openalex.org/W2752908210","https://openalex.org/W3023151133","https://openalex.org/W3091983754","https://openalex.org/W3145128584","https://openalex.org/W3145472674","https://openalex.org/W4230704549","https://openalex.org/W4233413206","https://openalex.org/W4242441073","https://openalex.org/W4246219036","https://openalex.org/W4298023569","https://openalex.org/W4377077122"],"related_works":["https://openalex.org/W4213214852","https://openalex.org/W2064563243","https://openalex.org/W2512014291","https://openalex.org/W4250775169","https://openalex.org/W2556090351","https://openalex.org/W1589140671","https://openalex.org/W187740018","https://openalex.org/W2162286586","https://openalex.org/W4255368532","https://openalex.org/W2130475377"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2016-06-24T00:00:00"}