{"id":"https://openalex.org/W2164142425","doi":"https://doi.org/10.1007/s10626-009-0071-x","title":"Partially Observable Markov Decision Process Approximations for Adaptive Sensing","display_name":"Partially Observable Markov Decision Process Approximations for Adaptive Sensing","publication_year":2009,"publication_date":"2009-05-27","ids":{"openalex":"https://openalex.org/W2164142425","doi":"https://doi.org/10.1007/s10626-009-0071-x","mag":"2164142425"},"language":"en","primary_location":{"id":"doi:10.1007/s10626-009-0071-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10626-009-0071-x","pdf_url":null,"source":{"id":"https://openalex.org/S134484881","display_name":"Discrete Event Dynamic Systems","issn_l":"0924-6703","issn":["0924-6703","1573-7594"],"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":"Discrete Event Dynamic Systems","raw_type":"journal-article"},"type":"article","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/A5070385137","display_name":"Edwin K. P. Chong","orcid":"https://orcid.org/0000-0002-7622-4815"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Edwin K. P. Chong","raw_affiliation_strings":["Colorado State University, Fort Collins, CO, USA"],"affiliations":[{"raw_affiliation_string":"Colorado State University, Fort Collins, CO, USA","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061932806","display_name":"Chris Kreucher","orcid":"https://orcid.org/0000-0002-4455-0835"},"institutions":[{"id":"https://openalex.org/I4210090934","display_name":"Integrity Applications Incorporated (United States)","ror":"https://ror.org/00az0wf23","country_code":"US","type":"company","lineage":["https://openalex.org/I4210090934"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher M. Kreucher","raw_affiliation_strings":["Integrity Applications Incorporated, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"Integrity Applications Incorporated, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I4210090934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077692655","display_name":"Alfred O. Hero","orcid":"https://orcid.org/0000-0002-2531-9670"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alfred O. Hero","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070385137"],"corresponding_institution_ids":["https://openalex.org/I92446798"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.5163,"has_fulltext":false,"cited_by_count":93,"citation_normalized_percentile":{"value":0.94822256,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"19","issue":"3","first_page":"377","last_page":"422"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9922999739646912,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9922999739646912,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9146469831466675},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.6588147878646851},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6539384126663208},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6476467847824097},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5173777341842651},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5121598243713379},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.510040819644928},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5013136863708496},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4745417535305023},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.4558209180831909},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.3891522288322449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27871307730674744},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2786785364151001},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22935953736305237},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2218935787677765},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.19380486011505127}],"concepts":[{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.9146469831466675},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.6588147878646851},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6539384126663208},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6476467847824097},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5173777341842651},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5121598243713379},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.510040819644928},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5013136863708496},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4745417535305023},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.4558209180831909},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.3891522288322449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27871307730674744},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2786785364151001},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22935953736305237},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2218935787677765},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.19380486011505127},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10626-009-0071-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10626-009-0071-x","pdf_url":null,"source":{"id":"https://openalex.org/S134484881","display_name":"Discrete Event Dynamic Systems","issn_l":"0924-6703","issn":["0924-6703","1573-7594"],"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":"Discrete Event Dynamic Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W100327610","https://openalex.org/W202271766","https://openalex.org/W412831655","https://openalex.org/W1491412371","https://openalex.org/W1512919909","https://openalex.org/W1513008779","https://openalex.org/W1518931405","https://openalex.org/W1532421987","https://openalex.org/W1563483395","https://openalex.org/W1576452626","https://openalex.org/W1584270973","https://openalex.org/W1587799944","https://openalex.org/W1588937771","https://openalex.org/W1601081659","https://openalex.org/W1648925826","https://openalex.org/W1745373831","https://openalex.org/W1831612509","https://openalex.org/W1848630723","https://openalex.org/W1974359247","https://openalex.org/W1983170973","https://openalex.org/W1991513691","https://openalex.org/W1994809588","https://openalex.org/W1995304567","https://openalex.org/W1995713768","https://openalex.org/W2013614847","https://openalex.org/W2025072821","https://openalex.org/W2027968610","https://openalex.org/W2034713309","https://openalex.org/W2034725503","https://openalex.org/W2038475577","https://openalex.org/W2044136843","https://openalex.org/W2065087844","https://openalex.org/W2082014790","https://openalex.org/W2091165295","https://openalex.org/W2096556124","https://openalex.org/W2098432798","https://openalex.org/W2098447396","https://openalex.org/W2100857832","https://openalex.org/W2104389751","https://openalex.org/W2106685773","https://openalex.org/W2107726111","https://openalex.org/W2108017146","https://openalex.org/W2113439731","https://openalex.org/W2116753650","https://openalex.org/W2117290061","https://openalex.org/W2123487311","https://openalex.org/W2127976441","https://openalex.org/W2133906382","https://openalex.org/W2139797285","https://openalex.org/W2140109495","https://openalex.org/W2147213845","https://openalex.org/W2149476049","https://openalex.org/W2150193116","https://openalex.org/W2155966520","https://openalex.org/W2158479468","https://openalex.org/W2164344070","https://openalex.org/W2168359464","https://openalex.org/W2319588593","https://openalex.org/W2336416123","https://openalex.org/W2341171179","https://openalex.org/W2487144912","https://openalex.org/W2494547223","https://openalex.org/W2911283634","https://openalex.org/W2914656440","https://openalex.org/W3011120880","https://openalex.org/W3016548437","https://openalex.org/W3026026050","https://openalex.org/W3206777520","https://openalex.org/W4296154082","https://openalex.org/W4307347247"],"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/W3169161914","https://openalex.org/W4323315247"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":14},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
