{"id":"https://openalex.org/W2778159661","doi":"https://doi.org/10.1145/3178126.3178135","title":"From Dissipativity Theory to Compositional Construction of Finite Markov Decision Processes","display_name":"From Dissipativity Theory to Compositional Construction of Finite Markov Decision Processes","publication_year":2018,"publication_date":"2018-04-02","ids":{"openalex":"https://openalex.org/W2778159661","doi":"https://doi.org/10.1145/3178126.3178135","mag":"2778159661"},"language":"en","primary_location":{"id":"doi:10.1145/3178126.3178135","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3178126.3178135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Hybrid Systems: Computation and Control (part of CPS Week)","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/1712.07793","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011080021","display_name":"Abolfazl Lavaei","orcid":"https://orcid.org/0000-0003-4993-3170"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Abolfazl Lavaei","raw_affiliation_strings":["Hybrid Control Systems Group, Technical University of Munich","Hybrid Control Systems Group, Technical University of Munich#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hybrid Control Systems Group, Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Hybrid Control Systems Group, Technical University of Munich#TAB#","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017334634","display_name":"Sadegh Soudjani","orcid":"https://orcid.org/0000-0003-1922-6678"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sadegh Soudjani","raw_affiliation_strings":["School of Computing, Newcastle University","School of Computing, Newcastle University,#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Newcastle University","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"School of Computing, Newcastle University,#TAB#","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030109984","display_name":"Majid Zamani","orcid":"https://orcid.org/0000-0001-6608-3708"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Majid Zamani","raw_affiliation_strings":["Hybrid Control Systems Group, Technical University of Munich","Hybrid Control Systems Group, Technical University of Munich#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hybrid Control Systems Group, Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Hybrid Control Systems Group, Technical University of Munich#TAB#","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12772","display_name":"Control and Stability of Dynamical Systems","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T12772","display_name":"Control and Stability of Dynamical Systems","score":0.9969000220298767,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9958000183105469,"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/T11125","display_name":"Petri Nets in System Modeling","score":0.9939000010490417,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6872771382331848},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5408239364624023},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5360090732574463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5328669548034668},{"id":"https://openalex.org/keywords/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.500277042388916},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.48781612515449524},{"id":"https://openalex.org/keywords/markov-property","display_name":"Markov property","score":0.4457625448703766},{"id":"https://openalex.org/keywords/markov-kernel","display_name":"Markov kernel","score":0.42700326442718506},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.4194175899028778},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4003470242023468},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.2730307877063751},{"id":"https://openalex.org/keywords/variable-order-markov-model","display_name":"Variable-order Markov model","score":0.20030641555786133}],"concepts":[{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6872771382331848},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5408239364624023},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5360090732574463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5328669548034668},{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.500277042388916},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48781612515449524},{"id":"https://openalex.org/C189973286","wikidata":"https://www.wikidata.org/wiki/Q176695","display_name":"Markov property","level":4,"score":0.4457625448703766},{"id":"https://openalex.org/C106666656","wikidata":"https://www.wikidata.org/wiki/Q6771323","display_name":"Markov kernel","level":5,"score":0.42700326442718506},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.4194175899028778},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4003470242023468},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.2730307877063751},{"id":"https://openalex.org/C54907487","wikidata":"https://www.wikidata.org/wiki/Q7915688","display_name":"Variable-order Markov model","level":4,"score":0.20030641555786133},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3178126.3178135","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3178126.3178135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Hybrid Systems: Computation and Control (part of CPS Week)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1712.07793","is_oa":true,"landing_page_url":"https://arxiv.org/abs/1712.07793","pdf_url":"https://arxiv.org/pdf/1712.07793","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":"doi:10.48550/arxiv.1712.07793","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1712.07793","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":"Preprint"},{"id":"mag:2778159661","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1712.07793","is_oa":true,"landing_page_url":"https://arxiv.org/abs/1712.07793","pdf_url":"https://arxiv.org/pdf/1712.07793","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":[{"id":"https://metadata.un.org/sdg/16","score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2778159661.pdf","grobid_xml":"https://content.openalex.org/works/W2778159661.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1489872560","https://openalex.org/W1512937499","https://openalex.org/W1529558080","https://openalex.org/W1561789346","https://openalex.org/W1709770004","https://openalex.org/W1985124715","https://openalex.org/W2018087463","https://openalex.org/W2047671935","https://openalex.org/W2077328925","https://openalex.org/W2080813827","https://openalex.org/W2087486424","https://openalex.org/W2094599695","https://openalex.org/W2117079884","https://openalex.org/W2126147754","https://openalex.org/W2150141562","https://openalex.org/W2170316986","https://openalex.org/W2171282796","https://openalex.org/W2172283073","https://openalex.org/W2326471176","https://openalex.org/W2413475417","https://openalex.org/W2490900388","https://openalex.org/W2609493405","https://openalex.org/W2756807275","https://openalex.org/W2763887684","https://openalex.org/W2787226095","https://openalex.org/W2949165985","https://openalex.org/W2963001040","https://openalex.org/W2964046756"],"related_works":["https://openalex.org/W2963355499","https://openalex.org/W2966088204","https://openalex.org/W1948638402","https://openalex.org/W3046169439","https://openalex.org/W3045572615","https://openalex.org/W1709770004","https://openalex.org/W2167419136","https://openalex.org/W1541407177","https://openalex.org/W1970590950","https://openalex.org/W2530137060","https://openalex.org/W2591204034","https://openalex.org/W263981828","https://openalex.org/W1585451655","https://openalex.org/W110176117","https://openalex.org/W2186994028","https://openalex.org/W23025651","https://openalex.org/W2057426805","https://openalex.org/W2789821303","https://openalex.org/W2105361165","https://openalex.org/W1850048324"],"abstract_inverted_index":{"This":[0],"paper":[1],"is":[2],"concerned":[3],"with":[4,90],"a":[5,28,118,157,163,169,201,213],"compositional":[6,54],"approach":[7,22,82],"for":[8,56,96,131,212],"constructing":[9,161],"finite":[10,85,113,164,196],"Markov":[11,86,114,165,197],"decision":[12,87,115,166,198],"processes":[13,88,116],"of":[14,30,39,48,63,69,76,98,121,168,189,222,228],"interconnected":[15],"discrete-time":[16,99],"stochastic":[17,32,64,93,133],"control":[18,65,100,134],"systems.":[19],"The":[20],"proposed":[21,150],"leverages":[23],"the":[24,45,49,58,61,73,77,122,136,153,176,185,190,194,207,220],"interconnection":[25,62],"topology":[26],"and":[27,41,67,124],"notion":[29],"so-called":[31],"storage":[33,94],"functions":[34,95],"describing":[35],"joint":[36],"dissipativity-type":[37,53],"properties":[38],"subsystems":[40,66],"their":[42,70,91],"abstractions.":[43,71],"In":[44,72],"first":[46],"part":[47,75],"paper,":[50,78],"we":[51,79,128],"derive":[52],"conditions":[55],"quantifying":[57],"error":[59],"between":[60],"that":[68,130],"second":[74],"propose":[80],"an":[81,226],"to":[83,152,203],"construct":[84,112],"together":[89],"corresponding":[92],"classes":[97],"systems":[101],"satisfying":[102],"some":[103,144],"incremental":[104],"passivablity":[105],"property.":[106],"Under":[107],"this":[108],"property,":[109],"one":[110],"can":[111,139],"by":[117,143,160],"suitable":[119],"discretization":[120],"input":[123],"state":[125],"sets.":[126],"Moreover,":[127],"show":[129],"linear":[132],"systems,":[135],"aforementioned":[137],"property":[138],"be":[140],"readily":[141],"checked":[142],"matrix":[145],"inequality.":[146],"We":[147,192,217],"apply":[148],"our":[149,223],"results":[151,224],"temperature":[154,208],"regulation":[155],"in":[156,174,209],"circular":[158],"building":[159],"compositionally":[162],"process":[167,199],"network":[170],"containing":[171],"200":[172],"rooms":[173],"which":[175],"compositionality":[177],"condition":[178],"does":[179],"not":[180],"require":[181],"any":[182],"constraint":[183],"on":[184,225],"number":[186],"or":[187],"gains":[188],"subsystems.":[191],"employ":[193],"constructed":[195],"as":[200],"substitute":[202],"synthesize":[204],"policies":[205],"regulating":[206],"each":[210],"room":[211],"bounded":[214],"time":[215],"horizon.":[216],"also":[218],"illustrate":[219],"effectiveness":[221],"example":[227],"fully":[229],"connected":[230],"network.":[231]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
