{"id":"https://openalex.org/W2150021184","doi":"https://doi.org/10.1109/icsmc.2004.1398303","title":"Competitive Markov decision processes with partial observation","display_name":"Competitive Markov decision processes with partial observation","publication_year":2005,"publication_date":"2005-04-06","ids":{"openalex":"https://openalex.org/W2150021184","doi":"https://doi.org/10.1109/icsmc.2004.1398303","mag":"2150021184"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2004.1398303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2004.1398303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583)","raw_type":"proceedings-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/A5068793144","display_name":"Shun\u2010Pin Hsu","orcid":"https://orcid.org/0000-0003-1008-9099"},"institutions":[{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shun-Pin Hsu","raw_affiliation_strings":["Electrical Engineering, National Chi Nan University, Nantou, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering, National Chi Nan University, Nantou, Taiwan","institution_ids":["https://openalex.org/I193365169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022435379","display_name":"Ari Arapostathis","orcid":"https://orcid.org/0000-0003-2207-357X"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Arapostathis","raw_affiliation_strings":["Electrical and Computer Engineering, University of Texas, Austin, Austin, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Texas, Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.22296892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"236","last_page":"241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9674999713897705,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9671000242233276,"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/markov-decision-process","display_name":"Markov decision process","score":0.839093804359436},{"id":"https://openalex.org/keywords/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.6755169034004211},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.6555591225624084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5838043093681335},{"id":"https://openalex.org/keywords/perfect-information","display_name":"Perfect information","score":0.5829696655273438},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.5824567079544067},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5689821243286133},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.5356179475784302},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5122286677360535},{"id":"https://openalex.org/keywords/imperfect","display_name":"Imperfect","score":0.5096573829650879},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4913126528263092},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.47224801778793335},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.4529288709163666},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.4282429814338684},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.42086178064346313},{"id":"https://openalex.org/keywords/decision-process","display_name":"Decision process","score":0.41981634497642517},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.4106494188308716},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4019871950149536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22610372304916382},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1724393665790558},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15182837843894958},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1263914704322815},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.0834275484085083}],"concepts":[{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.839093804359436},{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.6755169034004211},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.6555591225624084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5838043093681335},{"id":"https://openalex.org/C123676819","wikidata":"https://www.wikidata.org/wiki/Q1074338","display_name":"Perfect information","level":2,"score":0.5829696655273438},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.5824567079544067},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5689821243286133},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.5356179475784302},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5122286677360535},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.5096573829650879},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4913126528263092},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.47224801778793335},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.4529288709163666},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.4282429814338684},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.42086178064346313},{"id":"https://openalex.org/C2984634286","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision process","level":2,"score":0.41981634497642517},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.4106494188308716},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4019871950149536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22610372304916382},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1724393665790558},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15182837843894958},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1263914704322815},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.0834275484085083},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2004.1398303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2004.1398303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W248790006","https://openalex.org/W1496590343","https://openalex.org/W1529558080","https://openalex.org/W1967037758","https://openalex.org/W2006053863","https://openalex.org/W2011418219","https://openalex.org/W2048640400","https://openalex.org/W2092189895","https://openalex.org/W2095267417","https://openalex.org/W2107487900","https://openalex.org/W2321878986","https://openalex.org/W2575731723","https://openalex.org/W2855817222","https://openalex.org/W4239900517"],"related_works":["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/W3169161914","https://openalex.org/W3208638985"],"abstract_inverted_index":{"We":[0],"study":[1],"a":[2,108],"class":[3,109],"of":[4,17,88,101,110],"Markov":[5],"decision":[6],"processes":[7],"(MDPs)":[8],"in":[9],"the":[10,15,22,31,41,61,86,98],"infinite":[11],"time":[12],"horizon":[13],"where":[14],"number":[16],"controllers":[18,93],"is":[19,25,69,114],"two":[20],"and":[21,34,40,72,94],"observation":[23],"information":[24],"allowed":[26],"to":[27,52,116],"be":[28],"imperfect.":[29],"Suppose":[30],"system,":[32],"space":[33,36],"action":[35],"are":[37,82],"both":[38,92],"finite,":[39],"controllers,":[42],"having":[43],"conflicting":[44],"interests":[45],"with":[46],"each":[47,75],"other,":[48],"make":[49],"decisions":[50],"independently":[51],"seek":[53],"their":[54],"own":[55],"best":[56],"long-run":[57],"average":[58],"profit.":[59],"Under":[60],"hypothesis":[62],"that":[63],"at":[64],"least":[65],"one":[66],"system":[67,76],"state":[68,77],"perfectly":[70],"observable":[71],"accessible":[73],"(by":[74],"no":[78],"matter":[79],"what":[80],"actions":[81],"taken),":[83],"we":[84],"prove":[85],"existence":[87],"optimal":[89],"policies":[90],"for":[91],"characterize":[95],"them":[96],"by":[97],"min-max":[99],"type":[100],"dynamic":[102],"programming":[103],"equations.":[104],"An":[105],"example":[106],"on":[107],"machine":[111],"maintenance":[112],"process":[113],"presented":[115],"show":[117],"our":[118],"work.":[119]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
