{"id":"https://openalex.org/W2962390199","doi":"https://doi.org/10.1177/1059712319863059","title":"Adaptation of learning agents through artificial perception","display_name":"Adaptation of learning agents through artificial perception","publication_year":2019,"publication_date":"2019-07-15","ids":{"openalex":"https://openalex.org/W2962390199","doi":"https://doi.org/10.1177/1059712319863059","mag":"2962390199"},"language":"en","primary_location":{"id":"doi:10.1177/1059712319863059","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1059712319863059","pdf_url":null,"source":{"id":"https://openalex.org/S183337005","display_name":"Adaptive Behavior","issn_l":"1059-7123","issn":["1059-7123","1741-2633"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adaptive Behavior","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11311/1119596","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075795436","display_name":"Mirza Rami\u010di\u0107","orcid":"https://orcid.org/0000-0002-6302-4515"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Mirza Ramicic","raw_affiliation_strings":["Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6302-4515","affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060263666","display_name":"Andrea Bonarini","orcid":"https://orcid.org/0000-0002-4880-4521"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Bonarini","raw_affiliation_strings":["Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4880-4521","affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075795436"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.1412,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55972771,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"28","issue":"2","first_page":"79","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9958999752998352,"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":0.9958999752998352,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9781000018119812,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.7701613903045654},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.7605783939361572},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7178941965103149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5890737771987915},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.5204030275344849},{"id":"https://openalex.org/keywords/personality-psychology","display_name":"Personality psychology","score":0.5088746547698975},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.4935978651046753},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4648958742618561},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4409410357475281},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4346344769001007},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40897345542907715},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39221134781837463},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.363433301448822},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2850245535373688},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.13860732316970825},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07382720708847046}],"concepts":[{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7701613903045654},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.7605783939361572},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7178941965103149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5890737771987915},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.5204030275344849},{"id":"https://openalex.org/C25908422","wikidata":"https://www.wikidata.org/wiki/Q271716","display_name":"Personality psychology","level":3,"score":0.5088746547698975},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.4935978651046753},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4648958742618561},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4409410357475281},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4346344769001007},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40897345542907715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39221134781837463},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.363433301448822},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2850245535373688},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.13860732316970825},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07382720708847046},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/1059712319863059","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1059712319863059","pdf_url":null,"source":{"id":"https://openalex.org/S183337005","display_name":"Adaptive Behavior","issn_l":"1059-7123","issn":["1059-7123","1741-2633"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adaptive Behavior","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1119596","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1119596","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:re.public.polimi.it:11311/1119596","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1119596","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W160456367","https://openalex.org/W1491843047","https://openalex.org/W1518672551","https://openalex.org/W1966109336","https://openalex.org/W1972558838","https://openalex.org/W1992795316","https://openalex.org/W1995994120","https://openalex.org/W2008876851","https://openalex.org/W2016125673","https://openalex.org/W2043369301","https://openalex.org/W2053466134","https://openalex.org/W2061031204","https://openalex.org/W2076772612","https://openalex.org/W2526096220","https://openalex.org/W2622408375","https://openalex.org/W2625858940","https://openalex.org/W2738975853","https://openalex.org/W4214717370","https://openalex.org/W4293160330"],"related_works":["https://openalex.org/W606758982","https://openalex.org/W2359937039","https://openalex.org/W2593100104","https://openalex.org/W3212905955","https://openalex.org/W2242292706","https://openalex.org/W4250451749","https://openalex.org/W1552792398","https://openalex.org/W2387397060","https://openalex.org/W2351639388","https://openalex.org/W2494299912"],"abstract_inverted_index":{"The":[0,54],"process":[1],"of":[2,10,28,34,60,103],"online":[3],"reinforcement":[4,52],"learning":[5],"also":[6],"creates":[7],"a":[8,26,40],"stream":[9],"experiences":[11],"that":[12,44,88],"an":[13,76,80],"agent":[14,69],"can":[15],"store":[16],"to":[17,66,74],"re-learn":[18],"from":[19],"them.":[20],"In":[21],"this":[22],"work,":[23],"we":[24],"introduce":[25],"concept":[27],"artificial":[29,104],"perception":[30,56,105],"affecting":[31],"the":[32,46,51,68,101],"dynamics":[33,57],"experience":[35],"memory":[36],"replay,":[37],"which":[38],"induces":[39],"secondary":[41],"goal-directed":[42],"drive":[43],"complements":[45],"main":[47],"goal":[48],"defined":[49],"by":[50],"function.":[53],"different":[55,62,89,92],"are":[58],"capable":[59],"inducing":[61],"\u201cpersonality\u201d":[63],"types":[64],"able":[65],"govern":[67],"behavior,":[70],"possibly":[71],"enabling":[72],"it":[73],"exhibit":[75],"improved":[77],"performance":[78,93],"over":[79],"environment":[81,97],"with":[82],"specific":[83],"characteristics.":[84],"Experimental":[85],"results":[86],"show":[87,91],"personalities":[90],"levels":[94],"when":[95],"facing":[96],"variations,":[98],"therefore,":[99],"showcasing":[100],"influence":[102],"in":[106],"agent\u2019s":[107],"adaptation.":[108]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}