{"id":"https://openalex.org/W1990406629","doi":"https://doi.org/10.1109/ijcnn.2013.6706982","title":"On the convergence of techniques that improve value iteration","display_name":"On the convergence of techniques that improve value iteration","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W1990406629","doi":"https://doi.org/10.1109/ijcnn.2013.6706982","mag":"1990406629"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2013.6706982","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2013.6706982","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2013 International Joint Conference on Neural Networks (IJCNN)","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/A5052315074","display_name":"Marek Grze\u015b","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Marek Grzes","raw_affiliation_strings":["School of Computer Science, University of Waterloo, Canada","School of Computer Science, University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"School of Computer Science, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071941660","display_name":"Jesse Hoey","orcid":"https://orcid.org/0000-0001-5340-2204"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jesse Hoey","raw_affiliation_strings":["School of Computer Science, University of Waterloo, Canada","School of Computer Science, University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"School of Computer Science, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052315074"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.11296562,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9909999966621399,"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/T11182","display_name":"Auction Theory and Applications","score":0.9909999966621399,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12288","display_name":"Optimization and Search Problems","score":0.9876000285148621,"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/computer-science","display_name":"Computer science","score":0.7656282782554626},{"id":"https://openalex.org/keywords/mathematical-proof","display_name":"Mathematical proof","score":0.6704728007316589},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6452509164810181},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6148227453231812},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6054437160491943},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.48580455780029297},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.460903525352478},{"id":"https://openalex.org/keywords/bellman-equation","display_name":"Bellman equation","score":0.45944392681121826},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4533327519893646},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1760067343711853}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7656282782554626},{"id":"https://openalex.org/C108710211","wikidata":"https://www.wikidata.org/wiki/Q11538","display_name":"Mathematical proof","level":2,"score":0.6704728007316589},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6452509164810181},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6148227453231812},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6054437160491943},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.48580455780029297},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.460903525352478},{"id":"https://openalex.org/C14646407","wikidata":"https://www.wikidata.org/wiki/Q1430750","display_name":"Bellman equation","level":2,"score":0.45944392681121826},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4533327519893646},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1760067343711853},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ijcnn.2013.6706982","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2013.6706982","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2013 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:kar.kent.ac.uk:48658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/IJCNN.2013.6706982>)","pdf_url":null,"source":{"id":"https://openalex.org/S4377196264","display_name":"Kent Academic Repository (University of Kent)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20581793","host_organization_name":"University of Kent","host_organization_lineage":["https://openalex.org/I20581793"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.675.9372","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.675.9372","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://cs.uwaterloo.ca/%7Ejhoey/papers/grzes13ijcnn.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W26972951","https://openalex.org/W66477950","https://openalex.org/W73629738","https://openalex.org/W108082272","https://openalex.org/W196386631","https://openalex.org/W436268749","https://openalex.org/W1542132247","https://openalex.org/W1576452626","https://openalex.org/W1589508707","https://openalex.org/W1603765807","https://openalex.org/W2009533501","https://openalex.org/W2020609518","https://openalex.org/W2028145673","https://openalex.org/W2039439610","https://openalex.org/W2048226872","https://openalex.org/W2061562262","https://openalex.org/W2098432798","https://openalex.org/W2116708838","https://openalex.org/W2119567691","https://openalex.org/W2121733891","https://openalex.org/W2122410182","https://openalex.org/W2134802714","https://openalex.org/W2159420891","https://openalex.org/W2161966552","https://openalex.org/W2167509584","https://openalex.org/W2295665692","https://openalex.org/W2334782222","https://openalex.org/W2400458653","https://openalex.org/W2752885492","https://openalex.org/W4243421009","https://openalex.org/W4245108548","https://openalex.org/W4285719527","https://openalex.org/W6601152967","https://openalex.org/W6604443580","https://openalex.org/W6607933126","https://openalex.org/W6635232575","https://openalex.org/W6677811226","https://openalex.org/W6679977494","https://openalex.org/W6683452725","https://openalex.org/W6683603353","https://openalex.org/W6697529400"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Prioritisation":[0],"of":[1,10,50,62,80,93,114,130,165,178],"Bellman":[2,95],"backups":[3,81,131],"or":[4,153,180],"updating":[5],"only":[6,38],"a":[7,47,57,88,186],"small":[8],"subset":[9],"actions":[11,41,85],"represent":[12],"important":[13,68,169],"techniques":[14,64],"for":[15,77,91,99,185],"speeding":[16],"up":[17,37],"planning":[18,52],"in":[19,132,208],"MDPs.":[20],"The":[21,158],"recent":[22],"literature":[23,145],"showed":[24],"new":[25,67,89],"efficient":[26,203],"approaches":[27],"which":[28,176],"exploit":[29],"these":[30,63,149],"directions.":[31],"Backward":[32],"value":[33,116,134,179,196],"iteration":[34,117,135,182,197],"and":[35,59,65,118,123,161,171],"backing":[36],"the":[39,51,78,94,100,111,126,143,166,209],"best":[40,84,105],"were":[42],"shown":[43,98,207],"to":[44,46],"lead":[45],"significant":[48],"reduction":[49],"time.":[53],"This":[54],"paper":[55,167],"conducts":[56],"theoretical":[58,112,163],"empirical":[60,160],"analysis":[61],"shows":[66,124],"proofs.":[69],"In":[70],"particular,":[71],"(1)":[72],"it":[73,109],"identifies":[74],"weaker":[75],"requirements":[76],"convergence":[79],"based":[82],"on":[83,175],"only,":[86],"(2)":[87],"method":[90],"evaluation":[92],"error":[96],"is":[97,183,193],"update":[101],"that":[102,125,194],"updates":[103],"one":[104],"action":[106],"once,":[107],"(3)":[108],"presents":[110],"proof":[113],"backward":[115],"establishes":[119],"required":[120],"initialisation,":[121],"(4)":[122],"default":[127],"state":[128],"ordering":[129],"standard":[133,195],"can":[136,198],"significantly":[137],"influence":[138],"its":[139],"performance.":[140],"Additionally,":[141],"(5)":[142],"existing":[144],"did":[146],"not":[147],"compare":[148],"methods,":[150],"either":[151],"empirically":[152],"analytically,":[154],"against":[155],"policy":[156,181],"iteration.":[157],"rigorous":[159],"novel":[162],"parts":[164],"reveal":[168],"associations":[170],"allow":[172],"drawing":[173],"guidelines":[174],"type":[177],"suitable":[184],"given":[187],"domain.":[188],"Finally,":[189],"our":[190],"chief":[191],"message":[192],"be":[199],"made":[200],"far":[201],"more":[202],"by":[204],"simple":[205],"modifications":[206],"paper.":[210]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
