{"id":"https://openalex.org/W7140294090","doi":"https://doi.org/10.1016/j.asoc.2026.115110","title":"Generalizable zero-shot home energy management via representation learning and behavioral cloning","display_name":"Generalizable zero-shot home energy management via representation learning and behavioral cloning","publication_year":2026,"publication_date":"2026-03-25","ids":{"openalex":"https://openalex.org/W7140294090","doi":"https://doi.org/10.1016/j.asoc.2026.115110"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2026.115110","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115110","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","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/A5130589335","display_name":"Xiao Du","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Du","raw_affiliation_strings":["School of Big Data & Software Engineering, Chongqing University, Shapingba, Chongqing, Chongqing, 401331, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Big Data & Software Engineering, Chongqing University, Shapingba, Chongqing, Chongqing, 401331, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130620103","display_name":"Fengji Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Fengji Luo","raw_affiliation_strings":["School of Civil Engineering, University of Sydney, Camperdown, Sydney, NSW, 2050, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering, University of Sydney, Camperdown, Sydney, NSW, 2050, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130554162","display_name":"Juntao Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juntao Hu","raw_affiliation_strings":["School of Big Data & Software Engineering, Chongqing University, Shapingba, Chongqing, Chongqing, 401331, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Big Data & Software Engineering, Chongqing University, Shapingba, Chongqing, Chongqing, 401331, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130626940","display_name":"Wei Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhou","raw_affiliation_strings":["School of Big Data & Software Engineering, Chongqing University, Shapingba, Chongqing, Chongqing, 401331, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Big Data & Software Engineering, Chongqing University, Shapingba, Chongqing, Chongqing, 401331, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103896134","display_name":"Junhao Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junhao Wen","raw_affiliation_strings":["School of Big Data & Software Engineering, Chongqing University, Shapingba, Chongqing, Chongqing, 401331, China"],"raw_orcid":"https://orcid.org/0000-0002-6561-560X","affiliations":[{"raw_affiliation_string":"School of Big Data & Software Engineering, Chongqing University, Shapingba, Chongqing, Chongqing, 401331, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103896134"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29044522,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"196","issue":null,"first_page":"115110","last_page":"115110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.2085999995470047,"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"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.2085999995470047,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.10639999806880951,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.06069999933242798,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5817999839782715},{"id":"https://openalex.org/keywords/cloning","display_name":"Cloning (programming)","score":0.5684000253677368},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.41190001368522644},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.32409998774528503},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.32100000977516174},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.3190999925136566}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6751000285148621},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5817999839782715},{"id":"https://openalex.org/C121050878","wikidata":"https://www.wikidata.org/wiki/Q5135020","display_name":"Cloning (programming)","level":2,"score":0.5684000253677368},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5105000138282776},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4165000021457672},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.41190001368522644},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3248000144958496},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.32409998774528503},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.32100000977516174},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.3190999925136566},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.31220000982284546},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.29760000109672546},{"id":"https://openalex.org/C2778103839","wikidata":"https://www.wikidata.org/wiki/Q708514","display_name":"Home management","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.26910001039505005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2026.115110","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115110","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5668901205062866,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2364717717","display_name":"\u57fa\u4e8e\u8de8\u5e73\u53f0\u6570\u636e\u878d\u5408\u7684\u7a81\u53d1\u516c\u5171\u4e8b\u4ef6\u5f02\u5e38\u5185\u5bb9\u68c0\u6d4b\u7814\u7a76","funder_award_id":"72074036","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5526040906","display_name":"\u79fb\u52a8\u7fa4\u667a\u611f\u77e5\u73af\u5883\u4e0b\u53ef\u4fe1\u5171\u4eab\u548c\u5f02\u6784\u6570\u636e\u878d\u5408\u7684\u670d\u52a1\u63a8\u8350\u7814\u7a76","funder_award_id":"62072060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8182010496","display_name":"Customer Centred Peer-to-Peer Energy Trading Framework for Future Grids","funder_award_id":"DP220103881","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1983411640","https://openalex.org/W2009878557","https://openalex.org/W2042569829","https://openalex.org/W2051228319","https://openalex.org/W2069372334","https://openalex.org/W2091443436","https://openalex.org/W2145339207","https://openalex.org/W2168359464","https://openalex.org/W2227522135","https://openalex.org/W2309225173","https://openalex.org/W2345112030","https://openalex.org/W2355449336","https://openalex.org/W2601243251","https://openalex.org/W2890631709","https://openalex.org/W2945635525","https://openalex.org/W2946290033","https://openalex.org/W2974232099","https://openalex.org/W3041133507","https://openalex.org/W3049658012","https://openalex.org/W3162079807","https://openalex.org/W3170196437","https://openalex.org/W4206696802","https://openalex.org/W4226066269","https://openalex.org/W4292387397","https://openalex.org/W4304807033","https://openalex.org/W4312314727","https://openalex.org/W4312612086","https://openalex.org/W4313052866","https://openalex.org/W4315480006","https://openalex.org/W4323519405","https://openalex.org/W4360930683","https://openalex.org/W4378571872","https://openalex.org/W4380046108","https://openalex.org/W4381550302","https://openalex.org/W4400485950","https://openalex.org/W4401840778","https://openalex.org/W4402699404","https://openalex.org/W4406250896","https://openalex.org/W4408520557","https://openalex.org/W4411019896","https://openalex.org/W4414008109"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-03-26T00:00:00"}