{"id":"https://openalex.org/W3022693679","doi":"https://doi.org/10.1145/3373718.3394805","title":"Mixing Probabilistic and non-Probabilistic Objectives in Markov Decision Processes","display_name":"Mixing Probabilistic and non-Probabilistic Objectives in Markov Decision Processes","publication_year":2020,"publication_date":"2020-05-26","ids":{"openalex":"https://openalex.org/W3022693679","doi":"https://doi.org/10.1145/3373718.3394805","mag":"3022693679"},"language":"en","primary_location":{"id":"doi:10.1145/3373718.3394805","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3373718.3394805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2004.13789","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068382207","display_name":"Rapha\u00ebl Berthon","orcid":"https://orcid.org/0000-0002-2580-5193"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]},{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Rapha\u00ebl Berthon","raw_affiliation_strings":["Universit\u00e9 libre de Bruxelles, University of Antwerp"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 libre de Bruxelles, University of Antwerp","institution_ids":["https://openalex.org/I132053463","https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089838447","display_name":"Shibashis Guha","orcid":"https://orcid.org/0000-0002-9814-6651"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Shibashis Guha","raw_affiliation_strings":["Universit\u00e9 libre de Bruxelles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 libre de Bruxelles","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050196522","display_name":"Jean-Fran\u00e7ois Raskin","orcid":"https://orcid.org/0000-0002-3673-1097"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jean-Fran\u00e7ois Raskin","raw_affiliation_strings":["Universit\u00e9 libre de Bruxelles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 libre de Bruxelles","institution_ids":["https://openalex.org/I132053463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3369,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.4276824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"195","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9998999834060669,"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":0.9998999834060669,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9904999732971191,"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/T10126","display_name":"Logic, programming, and type systems","score":0.989799976348877,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.7511923313140869},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6608684062957764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5958515405654907},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.49782490730285645},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.472595751285553},{"id":"https://openalex.org/keywords/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.447261780500412},{"id":"https://openalex.org/keywords/mixing","display_name":"Mixing (physics)","score":0.4442433714866638},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3789440095424652},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34224557876586914},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.33099156618118286},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.3124958276748657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25107520818710327},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.24038484692573547},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22090673446655273},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08324462175369263}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7511923313140869},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6608684062957764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5958515405654907},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.49782490730285645},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.472595751285553},{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.447261780500412},{"id":"https://openalex.org/C138777275","wikidata":"https://www.wikidata.org/wiki/Q6884054","display_name":"Mixing (physics)","level":2,"score":0.4442433714866638},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3789440095424652},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34224557876586914},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.33099156618118286},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.3124958276748657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25107520818710327},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.24038484692573547},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22090673446655273},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08324462175369263},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3373718.3394805","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3373718.3394805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2004.13789","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.13789","pdf_url":"https://arxiv.org/pdf/2004.13789","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"mag:3022693679","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2004.13789.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2004.13789","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2004.13789","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"Preprint"},{"id":"doi:10.5446/49287","is_oa":true,"landing_page_url":"https://doi.org/10.5446/49287","pdf_url":null,"source":{"id":"https://openalex.org/S7407052952","display_name":"TIB KMO / FLOWWORKS GmbH","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802635041","host_organization_name":"Technische Informationsbibliothek (TIB)","host_organization_lineage":["https://openalex.org/I2802635041"],"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":"Audiovisual"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2004.13789","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.13789","pdf_url":"https://arxiv.org/pdf/2004.13789","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.800000011920929}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320366","display_name":"European Cooperation in Science and Technology","ror":"https://ror.org/01bstzn19"},{"id":"https://openalex.org/F4320321390","display_name":"Fonds De La Recherche Scientifique - FNRS","ror":"https://ror.org/03q83t159"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1498432697","https://openalex.org/W1502518842","https://openalex.org/W1549870311","https://openalex.org/W1966886635","https://openalex.org/W1974733147","https://openalex.org/W2128480458","https://openalex.org/W2165161585","https://openalex.org/W2295213764","https://openalex.org/W2515607872","https://openalex.org/W2555847713","https://openalex.org/W2586521831","https://openalex.org/W2952257373","https://openalex.org/W2962781011","https://openalex.org/W2963046256","https://openalex.org/W2963134155","https://openalex.org/W2965659827","https://openalex.org/W2971044115","https://openalex.org/W3004485666","https://openalex.org/W3030846442"],"related_works":["https://openalex.org/W2227054253","https://openalex.org/W1547715614","https://openalex.org/W1497546894","https://openalex.org/W2963141263","https://openalex.org/W2964016574","https://openalex.org/W2605063165","https://openalex.org/W1608896035","https://openalex.org/W2785399558","https://openalex.org/W1946701026","https://openalex.org/W639592965","https://openalex.org/W2611494273","https://openalex.org/W2804224372","https://openalex.org/W2115444794","https://openalex.org/W2791055336","https://openalex.org/W2006998981","https://openalex.org/W88319588","https://openalex.org/W1636532687","https://openalex.org/W45429753","https://openalex.org/W1732971744","https://openalex.org/W2102115854"],"abstract_inverted_index":{"In":[0,38],"this":[1,39],"paper,":[2],"we":[3,71],"consider":[4],"algorithms":[5,61],"to":[6,26,56,62],"decide":[7],"the":[8,64],"existence":[9],"of":[10,17,67],"strategies":[11,42],"in":[12],"MDPs":[13],"for":[14,82],"Boolean":[15,68],"combinations":[16,69],"objectives.":[18],"These":[19],"objectives":[20],"are":[21,43],"omega-regular":[22],"properties":[23],"that":[24],"need":[25],"be":[27,54],"enforced":[28],"either":[29],"surely,":[30,32],"almost":[31],"existentially,":[33],"or":[34],"with":[35],"non-zero":[36],"probability.":[37],"setting,":[40],"relevant":[41,74],"randomized":[44],"infinite":[45,49],"memory":[46,50],"strategies:":[47],"both":[48],"and":[51,70],"randomization":[52],"may":[53],"needed":[55],"play":[57],"optimally.":[58],"We":[59,76],"provide":[60],"solve":[63],"general":[65],"case":[66],"also":[72],"investigate":[73],"subcases.":[75],"further":[77],"report":[78],"on":[79],"complexity":[80],"bounds":[81],"these":[83],"problems.":[84]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-13T07:04:57.449891","created_date":"2025-10-10T00:00:00"}