{"id":"https://openalex.org/W4317668979","doi":"https://doi.org/10.48550/arxiv.2301.07799","title":"A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems","display_name":"A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems","publication_year":2023,"publication_date":"2023-01-18","ids":{"openalex":"https://openalex.org/W4317668979","doi":"https://doi.org/10.48550/arxiv.2301.07799"},"language":"en","primary_location":{"id":"doi:10.48550/arxiv.2301.07799","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2301.07799","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":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2301.07799","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084248595","display_name":"Megan M. Baker","orcid":"https://orcid.org/0000-0002-6303-9717"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Baker, Megan M.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035926574","display_name":"Alexander New","orcid":"https://orcid.org/0000-0001-8369-1473"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"New, Alexander","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029334901","display_name":"Mario Aguilar-Simon","orcid":"https://orcid.org/0000-0002-4659-1614"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aguilar-Simon, Mario","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065121504","display_name":"Ziad Al-Halah","orcid":"https://orcid.org/0000-0001-6887-0385"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Al-Halah, Ziad","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040494793","display_name":"S\u00e9bastien M. R. Arnold","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arnold, S\u00e9bastien M. R.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091867115","display_name":"Ese Ben-Iwhiwhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ben-Iwhiwhu, Ese","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031465264","display_name":"Andrew Brna","orcid":"https://orcid.org/0000-0002-6460-4220"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brna, Andrew P.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087794849","display_name":"Ethan Brooks","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brooks, Ethan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041318728","display_name":"Ryan C. Brown","orcid":"https://orcid.org/0000-0002-3832-775X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brown, Ryan C.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019505033","display_name":"Zachary Daniels","orcid":"https://orcid.org/0000-0002-6819-4599"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniels, Zachary","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088093289","display_name":"Anurag Daram","orcid":"https://orcid.org/0000-0001-5531-5235"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daram, Anurag","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065753403","display_name":"Fabien Delattre","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Delattre, Fabien","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048299007","display_name":"Ryan Dellana","orcid":"https://orcid.org/0000-0002-5323-6709"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dellana, Ryan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020691490","display_name":"Eric Eaton","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eaton, Eric","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015445968","display_name":"Haotian Fu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fu, Haotian","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012765543","display_name":"Kristen Grauman","orcid":"https://orcid.org/0000-0002-9591-5873"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Grauman, Kristen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000838291","display_name":"Jesse Hostetler","orcid":"https://orcid.org/0000-0002-1757-7493"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hostetler, Jesse","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036422995","display_name":"Shariq Iqbal","orcid":"https://orcid.org/0000-0003-2766-8425"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Iqbal, Shariq","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030081726","display_name":"David Kent","orcid":"https://orcid.org/0000-0002-5418-3602"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kent, Cassandra","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019566096","display_name":"Nicholas Ketz","orcid":"https://orcid.org/0000-0002-2071-3919"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ketz, Nicholas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068682350","display_name":"Soheil Kolouri","orcid":"https://orcid.org/0000-0001-8495-5362"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kolouri, Soheil","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078124517","display_name":"George Konidaris","orcid":"https://orcid.org/0000-0002-4460-2519"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Konidaris, George","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067236813","display_name":"Dhireesha Kudithipudi","orcid":"https://orcid.org/0000-0003-4462-5224"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kudithipudi, Dhireesha","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045674062","display_name":"Erik Learned-Miller","orcid":"https://orcid.org/0000-0002-3778-9135"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Learned-Miller, Erik","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375653","display_name":"Seungwon Lee","orcid":"https://orcid.org/0000-0002-0413-0510"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lee, Seungwon","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009722403","display_name":"Michael L. Littman","orcid":"https://orcid.org/0000-0002-5596-1840"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Littman, Michael L.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004608167","display_name":"Sandeep Madireddy","orcid":"https://orcid.org/0000-0002-0437-8655"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Madireddy, Sandeep","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077848901","display_name":"Jorge A. Mendez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mendez, Jorge A.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021280993","display_name":"Eric Q. Nguyen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nguyen, Eric Q.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043500353","display_name":"Christine Piatko","orcid":"https://orcid.org/0000-0002-5295-9112"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Piatko, Christine D.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055443197","display_name":"Praveen K. Pilly","orcid":"https://orcid.org/0000-0001-9762-2882"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pilly, Praveen K.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052428905","display_name":"Aswin Raghavan","orcid":"https://orcid.org/0000-0001-5052-1929"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raghavan, Aswin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102733512","display_name":"Abrar Rahman","orcid":"https://orcid.org/0000-0003-4937-5500"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rahman, Abrar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033466102","display_name":"Santhosh Kumar Ramakrishnan","orcid":"https://orcid.org/0000-0003-2833-7038"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ramakrishnan, Santhosh Kumar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076851527","display_name":"Neale Ratzlaff","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ratzlaff, Neale","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049155414","display_name":"Andrea Soltoggio","orcid":"https://orcid.org/0000-0002-9750-8358"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Soltoggio, Andrea","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001594330","display_name":"Peter Stone","orcid":"https://orcid.org/0000-0002-6795-420X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stone, Peter","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037356328","display_name":"Indranil Sur","orcid":"https://orcid.org/0000-0002-0135-4463"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sur, Indranil","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108114079","display_name":"Zhipeng Tang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tang, Zhipeng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032025273","display_name":"Saket Tiwari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tiwari, Saket","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040726532","display_name":"Kyle Vedder","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vedder, Kyle","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087695744","display_name":"Felix Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Felix","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108854600","display_name":"Zifan Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Zifan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027532222","display_name":"\u00c1ngel Yanguas-Gil","orcid":"https://orcid.org/0000-0001-8207-3825"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanguas-Gil, Angel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038461845","display_name":"Harel Yedidsion","orcid":"https://orcid.org/0000-0003-0327-0746"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yedidsion, Harel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078117619","display_name":"Shangqun Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu, Shangqun","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5030439130","display_name":"Gautam K. Vallabha","orcid":"https://orcid.org/0000-0001-6856-7968"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vallabha, Gautam K.","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":47,"corresponding_author_ids":["https://openalex.org/A5084248595"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.7842000126838684,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.7842000126838684,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.7592999935150146,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11122","display_name":"Online Learning and Analytics","score":0.7587000131607056,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/lifelong-learning","display_name":"Lifelong learning","score":0.8362740278244019},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.7605749368667603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7521523237228394},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6038216352462769},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5906147956848145},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5152197480201721},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48982784152030945},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47995737195014954},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.42297008633613586},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3601268231868744},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3538323640823364},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3216112554073334},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.07961627840995789}],"concepts":[{"id":"https://openalex.org/C108771440","wikidata":"https://www.wikidata.org/wiki/Q368475","display_name":"Lifelong learning","level":2,"score":0.8362740278244019},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.7605749368667603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7521523237228394},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6038216352462769},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5906147956848145},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5152197480201721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48982784152030945},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47995737195014954},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.42297008633613586},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3601268231868744},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3538323640823364},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3216112554073334},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.07961627840995789},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2301.07799","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2301.07799","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":"article-journal"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2301.07799","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2301.07799","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":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2364105709","https://openalex.org/W4231704780","https://openalex.org/W2384383462","https://openalex.org/W2380954666","https://openalex.org/W422428167","https://openalex.org/W1981922029","https://openalex.org/W2037025106","https://openalex.org/W2499777278","https://openalex.org/W2391851613","https://openalex.org/W1485190762"],"abstract_inverted_index":{"Despite":[0],"the":[1,19,26,34,59,100,110,157,169,185,191,206,214,226],"advancement":[2],"of":[3,61,68,91,102,109,121,153,159,172,210,217],"machine":[4],"learning":[5],"techniques":[6],"in":[7,131,225],"recent":[8],"years,":[9],"state-of-the-art":[10],"systems":[11,28,39,64,220],"lack":[12],"robustness":[13],"to":[14,33,43,45,81,99,127,138,212],"\"real":[15],"world\"":[16],"events,":[17],"where":[18],"input":[20],"distributions":[21,47],"and":[22,38,48,74,76,123,161,190,198,208,221],"tasks":[23,49],"encountered":[24],"by":[25],"deployed":[27],"will":[29,40],"not":[30],"be":[31,56],"limited":[32],"original":[35],"training":[36],"context,":[37],"instead":[41,113],"need":[42],"adapt":[44],"novel":[46],"while":[50],"deployed.":[51],"This":[52],"critical":[53],"gap":[54],"may":[55],"addressed":[57],"through":[58],"development":[60,158,182,216],"\"Lifelong":[62],"Learning\"":[63],"that":[65,93,135,150],"are":[66,85,94],"capable":[67],"1)":[69],"Continuous":[70],"Learning,":[71],"2)":[72],"Transfer":[73],"Adaptation,":[75],"3)":[77],"Scalability.":[78],"Unfortunately,":[79],"efforts":[80],"improve":[82],"these":[83],"capabilities":[84],"typically":[86],"treated":[87],"as":[88],"distinct":[89],"areas":[90],"research":[92],"assessed":[95],"independently,":[96],"without":[97],"regard":[98],"impact":[101],"each":[103],"separate":[104],"capability":[105],"on":[106],"other":[107],"aspects":[108],"system.":[111],"We":[112,166],"propose":[114],"a":[115,119,132],"holistic":[116],"approach,":[117],"using":[118],"suite":[120,152,171],"metrics":[122,154,173,211],"an":[124],"evaluation":[125],"framework":[126],"assess":[128,222],"Lifelong":[129,163,179,218],"Learning":[130,164,180,219],"principled":[133],"way":[134],"is":[136],"agnostic":[137],"specific":[139],"domains":[140],"or":[141],"system":[142,181],"techniques.":[143],"Through":[144],"five":[145],"case":[146],"studies,":[147],"we":[148,202],"show":[149],"this":[151],"can":[155],"inform":[156],"varied":[160],"complex":[162],"systems.":[165],"highlight":[167],"how":[168],"proposed":[170,193],"quantifies":[174],"performance":[175],"trade-offs":[176],"present":[177],"during":[178],"-":[183],"both":[184],"widely":[186],"discussed":[187],"Stability-Plasticity":[188],"dilemma":[189],"newly":[192],"relationship":[194],"between":[195],"Sample":[196],"Efficient":[197],"Robust":[199],"Learning.":[200],"Further,":[201],"make":[203],"recommendations":[204],"for":[205],"formulation":[207],"use":[209],"guide":[213],"continuing":[215],"their":[223],"progress":[224],"future.":[227]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}