{"id":"https://openalex.org/W2101255432","doi":"https://doi.org/10.1007/978-3-662-44654-6_11","title":"A Partially-Observable Markov Decision Process for Dealing with Dynamically Changing Environments","display_name":"A Partially-Observable Markov Decision Process for Dealing with Dynamically Changing Environments","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2101255432","doi":"https://doi.org/10.1007/978-3-662-44654-6_11","mag":"2101255432"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-662-44654-6_11","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-662-44654-6_11","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-662-44654-6_11.pdf","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":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-662-44654-6_11.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040795718","display_name":"Sotirios Chatzis","orcid":"https://orcid.org/0000-0002-4956-4013"},"institutions":[{"id":"https://openalex.org/I163151358","display_name":"Cyprus University of Technology","ror":"https://ror.org/05qt8tf94","country_code":"CY","type":"education","lineage":["https://openalex.org/I163151358"]}],"countries":["CY"],"is_corresponding":true,"raw_author_name":"Sotirios P. Chatzis","raw_affiliation_strings":["Department of Electrical Eng., Computer Eng., and Informatics, Cyprus University of Technology, Cyprus","CYPRUS UNIVERSITY OF TECHNOLOGY,"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Eng., Computer Eng., and Informatics, Cyprus University of Technology, Cyprus","institution_ids":["https://openalex.org/I163151358"]},{"raw_affiliation_string":"CYPRUS UNIVERSITY OF TECHNOLOGY,","institution_ids":["https://openalex.org/I163151358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021338623","display_name":"Dimitrios Kosmopoulos","orcid":"https://orcid.org/0000-0003-3325-1247"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Kosmopoulos","raw_affiliation_strings":["Department of Informatics Engineering, TEI Crete, Greece","TEI Crete"],"affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, TEI Crete, Greece","institution_ids":["https://openalex.org/I28710699"]},{"raw_affiliation_string":"TEI Crete","institution_ids":["https://openalex.org/I28710699"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040795718"],"corresponding_institution_ids":["https://openalex.org/I163151358"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3619,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63284571,"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":"111","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9991000294685364,"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":0.9921000003814697,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9592000246047974,"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/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.9051451683044434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8284783959388733},{"id":"https://openalex.org/keywords/dirichlet-process","display_name":"Dirichlet process","score":0.6773533821105957},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6549186706542969},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6443958282470703},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5850372314453125},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.5221957564353943},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.493745893239975},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.47441455721855164},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47155046463012695},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4527873396873474},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.41967999935150146},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.41502317786216736},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.3718015253543854},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.3652689456939697},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.2926176190376282},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0909641683101654}],"concepts":[{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.9051451683044434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8284783959388733},{"id":"https://openalex.org/C2781280628","wikidata":"https://www.wikidata.org/wiki/Q5280766","display_name":"Dirichlet process","level":3,"score":0.6773533821105957},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6549186706542969},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6443958282470703},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5850372314453125},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5221957564353943},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.493745893239975},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.47441455721855164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47155046463012695},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4527873396873474},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.41967999935150146},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.41502317786216736},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.3718015253543854},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.3652689456939697},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.2926176190376282},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0909641683101654},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-662-44654-6_11","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-662-44654-6_11","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-662-44654-6_11.pdf","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-01391299v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01391299","pdf_url":null,"source":{"id":"https://openalex.org/S4406922276","display_name":"INRIA a CCSD electronic archive server","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"10th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2014, Rhodes, Greece. pp.111-120, ⟨10.1007/978-3-662-44654-6_11⟩","raw_type":"Conference papers"},{"id":"pmh:oai:ktisis.cut.ac.cy:10488/8206","is_oa":false,"landing_page_url":"http://ktisis.cut.ac.cy/handle/10488/8206","pdf_url":null,"source":{"id":"https://openalex.org/S4306400897","display_name":"Ktisis at Cyprus University of Technology (Cyprus University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I163151358","host_organization_name":"Cyprus University of Technology","host_organization_lineage":["https://openalex.org/I163151358"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"},{"id":"pmh:oai:ktisis.cut.ac.cy:20.500.14279/8206","is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.14279/8206","pdf_url":null,"source":{"id":"https://openalex.org/S4306400897","display_name":"Ktisis at Cyprus University of Technology (Cyprus University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I163151358","host_organization_name":"Cyprus University of Technology","host_organization_lineage":["https://openalex.org/I163151358"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"}],"best_oa_location":{"id":"doi:10.1007/978-3-662-44654-6_11","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-662-44654-6_11","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-662-44654-6_11.pdf","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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5374134968","display_name":null,"funder_award_id":"European Social Fund","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2101255432.pdf","grobid_xml":"https://content.openalex.org/works/W2101255432.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1526144783","https://openalex.org/W1539216098","https://openalex.org/W1657674574","https://openalex.org/W1977691343","https://openalex.org/W2042737139","https://openalex.org/W2055921164","https://openalex.org/W2072169887","https://openalex.org/W2111833414","https://openalex.org/W2115502112","https://openalex.org/W2116459397","https://openalex.org/W2121448470","https://openalex.org/W2123372395","https://openalex.org/W2144794447","https://openalex.org/W2144913588","https://openalex.org/W2158266063","https://openalex.org/W2404879558"],"related_works":["https://openalex.org/W2999848267","https://openalex.org/W2096013579","https://openalex.org/W1589140671","https://openalex.org/W1760611253","https://openalex.org/W52153049","https://openalex.org/W2951545791","https://openalex.org/W1515117609","https://openalex.org/W2294884454","https://openalex.org/W4323315247","https://openalex.org/W131709709"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}