{"id":"https://openalex.org/W153160029","doi":"https://doi.org/10.1007/978-3-319-06880-0_17","title":"Bisimulation for Markov Decision Processes through Families of Functional Expressions","display_name":"Bisimulation for Markov Decision Processes through Families of Functional Expressions","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W153160029","doi":"https://doi.org/10.1007/978-3-319-06880-0_17","mag":"153160029"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-06880-0_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-06880-0_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5040314486","display_name":"Norm Ferns","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161954","display_name":"D\u00e9partement d'Informatique","ror":"https://ror.org/05y6rqs46","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I4210159245","https://openalex.org/I4210161954"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Norm Ferns","raw_affiliation_strings":["D\u00e9partement d\u2019Informatique, \u00c9cole Normale Sup\u00e9rieure, 45 rue d\u2019Ulm, F-75230, Paris Cedex 05, France","D\u00e9partement d'Informatique, \u00c9cole Normale Sup\u00e9rieure, 45 rue d'Ulm, F-75230, Paris Cedex 05, France"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement d\u2019Informatique, \u00c9cole Normale Sup\u00e9rieure, 45 rue d\u2019Ulm, F-75230, Paris Cedex 05, France","institution_ids":["https://openalex.org/I29607241","https://openalex.org/I4210161954"]},{"raw_affiliation_string":"D\u00e9partement d'Informatique, \u00c9cole Normale Sup\u00e9rieure, 45 rue d'Ulm, F-75230, Paris Cedex 05, France","institution_ids":["https://openalex.org/I29607241","https://openalex.org/I4210161954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108358124","display_name":"Doina Precup","orcid":null},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Doina Precup","raw_affiliation_strings":["School of Computer Science, McGill University, Montr\u00e9al, Canada, H3A 2A7"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, McGill University, Montr\u00e9al, Canada, H3A 2A7","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091766019","display_name":"Sophia Knight","orcid":"https://orcid.org/0000-0001-6203-1505"},"institutions":[{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sophia Knight","raw_affiliation_strings":["CNRS, LORIA, Universit\u00e9 de Lorraine, Nancy, France"],"affiliations":[{"raw_affiliation_string":"CNRS, LORIA, Universit\u00e9 de Lorraine, Nancy, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I4210121838","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040314486"],"corresponding_institution_ids":["https://openalex.org/I29607241","https://openalex.org/I4210161954"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0042,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.85923401,"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":"319","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","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"}},"topics":[{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9821000099182129,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9437999725341797,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.7096400856971741},{"id":"https://openalex.org/keywords/equivalence","display_name":"Equivalence (formal languages)","score":0.5983724594116211},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5781481266021729},{"id":"https://openalex.org/keywords/markov-kernel","display_name":"Markov kernel","score":0.5732136964797974},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5535076260566711},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.5489956140518188},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.47118663787841797},{"id":"https://openalex.org/keywords/bisimulation","display_name":"Bisimulation","score":0.4652351438999176},{"id":"https://openalex.org/keywords/metric-space","display_name":"Metric space","score":0.46176877617836},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.43503689765930176},{"id":"https://openalex.org/keywords/markov-renewal-process","display_name":"Markov renewal process","score":0.4290807843208313},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.41645175218582153},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.27785247564315796},{"id":"https://openalex.org/keywords/markov-property","display_name":"Markov property","score":0.25350406765937805},{"id":"https://openalex.org/keywords/variable-order-markov-model","display_name":"Variable-order Markov model","score":0.23251670598983765},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09464573860168457}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7096400856971741},{"id":"https://openalex.org/C2780069185","wikidata":"https://www.wikidata.org/wiki/Q7977945","display_name":"Equivalence (formal languages)","level":2,"score":0.5983724594116211},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5781481266021729},{"id":"https://openalex.org/C106666656","wikidata":"https://www.wikidata.org/wiki/Q6771323","display_name":"Markov kernel","level":5,"score":0.5732136964797974},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5535076260566711},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.5489956140518188},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.47118663787841797},{"id":"https://openalex.org/C135315306","wikidata":"https://www.wikidata.org/wiki/Q866364","display_name":"Bisimulation","level":2,"score":0.4652351438999176},{"id":"https://openalex.org/C198043062","wikidata":"https://www.wikidata.org/wiki/Q180953","display_name":"Metric space","level":2,"score":0.46176877617836},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.43503689765930176},{"id":"https://openalex.org/C163540672","wikidata":"https://www.wikidata.org/wiki/Q1115431","display_name":"Markov renewal process","level":5,"score":0.4290807843208313},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.41645175218582153},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.27785247564315796},{"id":"https://openalex.org/C189973286","wikidata":"https://www.wikidata.org/wiki/Q176695","display_name":"Markov property","level":4,"score":0.25350406765937805},{"id":"https://openalex.org/C54907487","wikidata":"https://www.wikidata.org/wiki/Q7915688","display_name":"Variable-order Markov model","level":4,"score":0.23251670598983765},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09464573860168457},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-06880-0_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-06880-0_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01098566v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-01098566","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.springer.com/computer/theoretical+computer+science/book/978-3-319-06879-4","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W176827812","https://openalex.org/W342302233","https://openalex.org/W361471363","https://openalex.org/W1495299640","https://openalex.org/W1526648666","https://openalex.org/W1529558080","https://openalex.org/W1531625469","https://openalex.org/W1540519426","https://openalex.org/W1545300203","https://openalex.org/W1545549932","https://openalex.org/W1547562281","https://openalex.org/W1578233523","https://openalex.org/W1585160083","https://openalex.org/W1768623212","https://openalex.org/W1835855307","https://openalex.org/W1852424686","https://openalex.org/W1976268573","https://openalex.org/W1982800675","https://openalex.org/W1995688924","https://openalex.org/W1996926988","https://openalex.org/W2000992741","https://openalex.org/W2015172530","https://openalex.org/W2029839940","https://openalex.org/W2032916024","https://openalex.org/W2100893927","https://openalex.org/W2107471150","https://openalex.org/W2108489993","https://openalex.org/W2119567691","https://openalex.org/W2125526403","https://openalex.org/W2125781122","https://openalex.org/W2137865376","https://openalex.org/W2163872159","https://openalex.org/W2164822567","https://openalex.org/W2328111639","https://openalex.org/W2334782222","https://openalex.org/W2568646110","https://openalex.org/W2741645723","https://openalex.org/W2802739963","https://openalex.org/W2912686676","https://openalex.org/W2964331425","https://openalex.org/W3043060850","https://openalex.org/W3099747567","https://openalex.org/W3140612854","https://openalex.org/W3150304496","https://openalex.org/W4210545817","https://openalex.org/W4237985188","https://openalex.org/W4250730993","https://openalex.org/W4300093168","https://openalex.org/W4301524229"],"related_works":["https://openalex.org/W2550849244","https://openalex.org/W2063024474","https://openalex.org/W4249319980","https://openalex.org/W2142406362","https://openalex.org/W2016588739","https://openalex.org/W4233323875","https://openalex.org/W1995828591","https://openalex.org/W3130462525","https://openalex.org/W2050665677","https://openalex.org/W2477646633"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}