{"id":"https://openalex.org/W1998178385","doi":"https://doi.org/10.4018/jats.2009040101","title":"Enhancing the Adaptation of BDI Agents Using Learning Techniques","display_name":"Enhancing the Adaptation of BDI Agents Using Learning Techniques","publication_year":2009,"publication_date":"2009-04-01","ids":{"openalex":"https://openalex.org/W1998178385","doi":"https://doi.org/10.4018/jats.2009040101","mag":"1998178385"},"language":"en","primary_location":{"id":"doi:10.4018/jats.2009040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jats.2009040101","pdf_url":null,"source":{"id":"https://openalex.org/S162923185","display_name":"International Journal of Agent Technologies and Systems","issn_l":"1943-0744","issn":["1943-0744","1943-0752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Agent Technologies and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Enhancing_the_adaptation_of_BDI_agents_using_learning_techniques/27426927","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103240319","display_name":"St\u00e9phane Airiau","orcid":"https://orcid.org/0000-0003-4669-7619"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Stephane Airiau","raw_affiliation_strings":["University of Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066217263","display_name":"Lin Padgham","orcid":"https://orcid.org/0000-0002-6974-3318"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lin Padgham","raw_affiliation_strings":["RMIT University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RMIT University, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045872670","display_name":"Sebastian Sardi\u00f1a","orcid":"https://orcid.org/0000-0003-2962-0118"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sebastian Sardina","raw_affiliation_strings":["RMIT University,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RMIT University,Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066020533","display_name":"Sandip Sen","orcid":"https://orcid.org/0000-0001-6107-4095"},"institutions":[{"id":"https://openalex.org/I87208437","display_name":"University of Tulsa","ror":"https://ror.org/04wn28048","country_code":"US","type":"education","lineage":["https://openalex.org/I87208437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sandip Sen","raw_affiliation_strings":["University of Tulsa, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tulsa, USA","institution_ids":["https://openalex.org/I87208437"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2207,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.8893287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"1","issue":"2","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9991999864578247,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9991999864578247,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9984999895095825,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9980999827384949,"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/computer-science","display_name":"Computer science","score":0.8812063336372375},{"id":"https://openalex.org/keywords/programmer","display_name":"Programmer","score":0.7302742600440979},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6881871223449707},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5905126333236694},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5849960446357727},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.576309084892273},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.570054829120636},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4980456829071045},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.478561669588089},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44981223344802856},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11649781465530396}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8812063336372375},{"id":"https://openalex.org/C2778514511","wikidata":"https://www.wikidata.org/wiki/Q1374194","display_name":"Programmer","level":2,"score":0.7302742600440979},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6881871223449707},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5905126333236694},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5849960446357727},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.576309084892273},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.570054829120636},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4980456829071045},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.478561669588089},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44981223344802856},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11649781465530396},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.4018/jats.2009040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jats.2009040101","pdf_url":null,"source":{"id":"https://openalex.org/S162923185","display_name":"International Journal of Agent Technologies and Systems","issn_l":"1943-0744","issn":["1943-0744","1943-0752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Agent Technologies and Systems","raw_type":"journal-article"},{"id":"pmh:oai:researchbank.rmit.edu.au:rmit:2500","is_oa":false,"landing_page_url":"http://researchbank.rmit.edu.au/view/rmit:2500","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.559.1373","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.559.1373","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://goanna.cs.rmit.edu.au/~ssardina/papers/ijats09-apss.pdf","raw_type":"text"},{"id":"pmh:oai:RePEc:igg:jats00:v:1:y:2009:i:2:p:1-18","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jats.2009040101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:alma61RMIT.INST:11247430350001341","is_oa":false,"landing_page_url":"https://researchrepository.rmit.edu.au/esploro/outputs/journalArticle/Enhancing-the-adaptation-of-BDI-agents/9921861034901341","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:figshare.com:article/27426927","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Enhancing_the_adaptation_of_BDI_agents_using_learning_techniques/27426927","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27426927","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Enhancing_the_adaptation_of_BDI_agents_using_learning_techniques/27426927","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W71768770","https://openalex.org/W124406830","https://openalex.org/W150671022","https://openalex.org/W1497120980","https://openalex.org/W1500151553","https://openalex.org/W1500989946","https://openalex.org/W1552797176","https://openalex.org/W1570448133","https://openalex.org/W2004550196","https://openalex.org/W2018528947","https://openalex.org/W2045817941","https://openalex.org/W2046184314","https://openalex.org/W2070201823","https://openalex.org/W2101602574","https://openalex.org/W2103537992","https://openalex.org/W2104544580","https://openalex.org/W2106216543","https://openalex.org/W2107544712","https://openalex.org/W2107726111","https://openalex.org/W2108957997","https://openalex.org/W2133632100","https://openalex.org/W2142724642","https://openalex.org/W2144905495","https://openalex.org/W2146482048","https://openalex.org/W2147169507","https://openalex.org/W2149706766","https://openalex.org/W2163514996","https://openalex.org/W2766736793","https://openalex.org/W2966207845"],"related_works":["https://openalex.org/W2379153735","https://openalex.org/W2046172023","https://openalex.org/W2972896947","https://openalex.org/W2170146914","https://openalex.org/W2355105570","https://openalex.org/W2083974823","https://openalex.org/W2072751097","https://openalex.org/W4237177615","https://openalex.org/W2289257917","https://openalex.org/W2015567081"],"abstract_inverted_index":{"Belief,":[0],"Desire,":[1],"and":[2,16,31,36,95,99],"Intentions":[3],"(BDI)":[4],"agents":[5,20,41],"are":[6,21],"well":[7],"suited":[8],"for":[9],"complex":[10],"applications":[11],"with":[12],"(soft)":[13],"real-time":[14],"reasoning":[15],"control":[17],"requirements.":[18],"BDI":[19,40,88,106],"adaptive":[22],"in":[23,80,133],"the":[24,55,62,73,77,81,105,130],"sense":[25],"that":[26],"they":[27],"can":[28,124],"quickly":[29],"reason":[30],"react":[32],"to":[33,45,60,71,103,108,128],"asynchronous":[34],"events":[35],"act":[37],"accordingly.":[38],"However,":[39],"lack":[42],"learning":[43],"capabilities":[44],"modify":[46,104],"their":[47],"behavior":[48,132],"when":[49],"failures":[50],"occur":[51],"frequently.":[52],"We":[53],"discuss":[54,101,121],"use":[56,68,125],"of":[57,76,111],"past":[58,69],"experience":[59,70],"improve":[61,72,129],"agent\u2019s":[63,131],"behavior.":[64],"More":[65],"precisely,":[66],"we":[67,91,100,120,123],"context":[74],"conditions":[75],"plans":[78],"contained":[79],"plan":[82],"library,":[83],"initially":[84],"set":[85],"by":[86],"a":[87,93,116,134],"programmer.":[89],"First,":[90],"consider":[92],"deterministic":[94],"fully":[96],"observable":[97],"environment":[98],"how":[102,122],"agent":[107],"prevent":[109],"re-occurrence":[110],"failures,":[112],"which":[113],"is":[114],"not":[115],"trivial":[117],"task.":[118],"Then,":[119],"decision":[126],"trees":[127],"non-deterministic":[135],"environment.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}
