{"id":"https://openalex.org/W988431072","doi":"https://doi.org/10.3233/wia-140296","title":"Improving cognitive agent decision making: Experience trajectories as plans","display_name":"Improving cognitive agent decision making: Experience trajectories as plans","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W988431072","doi":"https://doi.org/10.3233/wia-140296","mag":"988431072"},"language":"en","primary_location":{"id":"doi:10.3233/wia-140296","is_oa":false,"landing_page_url":"https://doi.org/10.3233/wia-140296","pdf_url":null,"source":{"id":"https://openalex.org/S152598483","display_name":"Web Intelligence and Agent Systems An International Journal","issn_l":"1570-1263","issn":["1570-1263","1875-9289"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Web Intelligence and Agent Systems: An International Journal","raw_type":"journal-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/A5035510931","display_name":"Jens Pfau","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jens Pfau","raw_affiliation_strings":["CGI Space, 64295 Darmstadt, Germany. E-mail: jens.pfau@cgi.com"],"affiliations":[{"raw_affiliation_string":"CGI Space, 64295 Darmstadt, Germany. E-mail: jens.pfau@cgi.com","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012457137","display_name":"Samin Karim","orcid":null},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Samin Karim","raw_affiliation_strings":["Department of Computing and Information Systems, University of Melbourne, 3010, Victoria, Australia. E-mail: {karims,mkirley,l.sonenberg}@unimelb.edu.au"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems, University of Melbourne, 3010, Victoria, Australia. E-mail: {karims,mkirley,l.sonenberg}@unimelb.edu.au","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025856575","display_name":"Michael Kirley","orcid":"https://orcid.org/0000-0002-6030-858X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Michael Kirley","raw_affiliation_strings":["Department of Computing and Information Systems, University of Melbourne, 3010, Victoria, Australia. E-mail: {karims,mkirley,l.sonenberg}@unimelb.edu.au"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems, University of Melbourne, 3010, Victoria, Australia. E-mail: {karims,mkirley,l.sonenberg}@unimelb.edu.au","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086292276","display_name":"Liz Sonenberg","orcid":"https://orcid.org/0000-0002-8653-2555"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Liz Sonenberg","raw_affiliation_strings":["Department of Computing and Information Systems, University of Melbourne, 3010, Victoria, Australia. E-mail: {karims,mkirley,l.sonenberg}@unimelb.edu.au"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems, University of Melbourne, 3010, Victoria, Australia. E-mail: {karims,mkirley,l.sonenberg}@unimelb.edu.au","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035510931"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02310865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"3","first_page":"267","last_page":"287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9521999955177307,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9521999955177307,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9259999990463257,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5532236099243164},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4520714581012726},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3613440990447998},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.360629141330719},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33432263135910034},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.26634782552719116}],"concepts":[{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5532236099243164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4520714581012726},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3613440990447998},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.360629141330719},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33432263135910034},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.26634782552719116},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/wia-140296","is_oa":false,"landing_page_url":"https://doi.org/10.3233/wia-140296","pdf_url":null,"source":{"id":"https://openalex.org/S152598483","display_name":"Web Intelligence and Agent Systems An International Journal","issn_l":"1570-1263","issn":["1570-1263","1875-9289"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Web Intelligence and Agent Systems: An International Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"In":[0],"task":[1],"environments":[2],"with":[3],"large":[4],"state":[5,14],"and":[6,13],"action":[7],"spaces,":[8],"the":[9,19],"use":[10],"of":[11,23],"temporal":[12],"abstraction":[15],"can":[16],"potentially":[17],"improve":[18],"decision":[20],"making":[21],"performance":[22],"agents.":[24],"However,":[25],"existing":[26],"approaches":[27],"within":[28],"a":[29],"reinforcement":[30],"learning":[31],"framework":[32],"typically":[33],"ide":[34]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
