{"id":"https://openalex.org/W2972463396","doi":"https://doi.org/10.1109/cdc40024.2019.9028933","title":"Sensitivity Analysis for Markov Decision Process Congestion Games","display_name":"Sensitivity Analysis for Markov Decision Process Congestion Games","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W2972463396","doi":"https://doi.org/10.1109/cdc40024.2019.9028933","mag":"2972463396"},"language":"en","primary_location":{"id":"doi:10.1109/cdc40024.2019.9028933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc40024.2019.9028933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 58th Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1909.04167","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086986625","display_name":"Sarah H. Q. Li","orcid":"https://orcid.org/0000-0001-5265-8929"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I46020346","display_name":"American Institute of Aeronautics and Astronautics","ror":"https://ror.org/00a1rzv11","country_code":"US","type":"other","lineage":["https://openalex.org/I46020346"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sarah H. Q. Li","raw_affiliation_strings":["William E. Boeing Department of Aeronautics and Astronautics, University of Washington, Seattle","University of Washington ;"],"affiliations":[{"raw_affiliation_string":"William E. Boeing Department of Aeronautics and Astronautics, University of Washington, Seattle","institution_ids":["https://openalex.org/I46020346","https://openalex.org/I201448701"]},{"raw_affiliation_string":"University of Washington ;","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073389425","display_name":"Daniel Calderone","orcid":"https://orcid.org/0009-0002-8506-9260"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Calderone","raw_affiliation_strings":["Department of Electrical Engineering, University of Washington, Seattle","University of Washington ;"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Washington, Seattle","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"University of Washington ;","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008161296","display_name":"Lillian J. Ratliff","orcid":"https://orcid.org/0000-0001-8936-0229"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lillian Ratliff","raw_affiliation_strings":["Department of Electrical Engineering, University of Washington, Seattle","University of Washington ;"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Washington, Seattle","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"University of Washington ;","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044772884","display_name":"Beh\u00e7et A\u00e7\u0131kme\u015fe","orcid":"https://orcid.org/0000-0002-8693-8109"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Behcet Acikmese","raw_affiliation_strings":["University of Washington ;"],"affiliations":[{"raw_affiliation_string":"University of Washington ;","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086986625"],"corresponding_institution_ids":["https://openalex.org/I201448701","https://openalex.org/I46020346"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12971594,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"1301","last_page":"1306"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.9983999729156494,"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/T12137","display_name":"Economic theories and models","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.7591094374656677},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6484721899032593},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5528193116188049},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5483012795448303},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5240338444709778},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5195308327674866},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4992702007293701},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.427349328994751},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41420263051986694},{"id":"https://openalex.org/keywords/sequential-game","display_name":"Sequential game","score":0.4117678999900818},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.4031888544559479},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2569195628166199},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07112088799476624},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06341630220413208},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.061414629220962524}],"concepts":[{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.7591094374656677},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6484721899032593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5528193116188049},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5483012795448303},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5240338444709778},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5195308327674866},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4992702007293701},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.427349328994751},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41420263051986694},{"id":"https://openalex.org/C73795354","wikidata":"https://www.wikidata.org/wiki/Q287618","display_name":"Sequential game","level":3,"score":0.4117678999900818},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.4031888544559479},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2569195628166199},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07112088799476624},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06341630220413208},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.061414629220962524},{"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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cdc40024.2019.9028933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc40024.2019.9028933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 58th Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1909.04167","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1909.04167","pdf_url":"https://arxiv.org/pdf/1909.04167","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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:2972463396","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1909.04167","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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.1909.04167","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1909.04167","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1909.04167","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1909.04167","pdf_url":"https://arxiv.org/pdf/1909.04167","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":[{"score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W33444218","https://openalex.org/W1518931405","https://openalex.org/W1969925480","https://openalex.org/W1989972248","https://openalex.org/W2008536061","https://openalex.org/W2016017943","https://openalex.org/W2021055268","https://openalex.org/W2038691660","https://openalex.org/W2044108531","https://openalex.org/W2045565888","https://openalex.org/W2084635398","https://openalex.org/W2087724308","https://openalex.org/W2112660220","https://openalex.org/W2130568561","https://openalex.org/W2145092581","https://openalex.org/W2158503783","https://openalex.org/W2235269566","https://openalex.org/W2496276084","https://openalex.org/W2575731723","https://openalex.org/W2605995250","https://openalex.org/W2764937720","https://openalex.org/W2793759590","https://openalex.org/W2963384252","https://openalex.org/W3010672864","https://openalex.org/W3124510813","https://openalex.org/W4231183558","https://openalex.org/W4239900517","https://openalex.org/W4240824174","https://openalex.org/W4254547512"],"related_works":["https://openalex.org/W2388351303","https://openalex.org/W2032083304","https://openalex.org/W2025043646","https://openalex.org/W2057868142","https://openalex.org/W2169149450","https://openalex.org/W2009856761","https://openalex.org/W1964631685","https://openalex.org/W2994447263","https://openalex.org/W2329629506","https://openalex.org/W2167396098","https://openalex.org/W2123711077","https://openalex.org/W3136923453","https://openalex.org/W2901555136","https://openalex.org/W2175824454","https://openalex.org/W2481912266","https://openalex.org/W3179516376","https://openalex.org/W2892232273","https://openalex.org/W2312809710","https://openalex.org/W2222018611","https://openalex.org/W1515903719"],"abstract_inverted_index":{"We":[0,39,84],"consider":[1],"a":[2,16,66],"non-atomic":[3],"congestion":[4,33,45],"game":[5,46,78],"where":[6],"each":[7,30],"decision":[8,20],"maker":[9],"performs":[10],"selfish":[11],"optimization":[12],"over":[13],"states":[14],"of":[15,43,65,77,90,96],"common":[17],"MDP.":[18],"The":[19,63],"makers":[21],"optimize":[22],"for":[23],"their":[24],"own":[25],"expected":[26],"cost,":[27],"and":[28,50,72,80],"influence":[29],"other":[31],"through":[32],"effects":[34],"on":[35,75],"the":[36,41,53,88,94],"state-action":[37,54],"costs.":[38],"analyze":[40,86],"sensitivity":[42,76],"MDP":[44],"equilibria":[47,79],"to":[48,101],"uncertainty":[49],"perturbations":[51],"in":[52,82,99],"costs":[55],"by":[56],"applying":[57],"an":[58],"implicit":[59],"function":[60],"type":[61],"analysis.":[62],"occurrence":[64],"stochastic":[67,91],"Braess":[68,97],"paradox":[69,98],"is":[70],"defined":[71],"analyzed":[73],"based":[74],"demonstrated":[81],"simulation.":[83],"further":[85],"how":[87],"introduction":[89],"dynamics":[92],"affects":[93],"magnitude":[95],"comparison":[100],"deterministic":[102],"dynamics.":[103]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
