{"id":"https://openalex.org/W4388700126","doi":"https://doi.org/10.1007/978-3-031-47958-8_16","title":"Learning One Abstract Bit at\u00a0a\u00a0Time Through Self-invented Experiments Encoded as\u00a0Neural Networks","display_name":"Learning One Abstract Bit at\u00a0a\u00a0Time Through Self-invented Experiments Encoded as\u00a0Neural Networks","publication_year":2023,"publication_date":"2023-11-15","ids":{"openalex":"https://openalex.org/W4388700126","doi":"https://doi.org/10.1007/978-3-031-47958-8_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-47958-8_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47958-8_16","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5016895239","display_name":"Vincent Herrmann","orcid":null},"institutions":[{"id":"https://openalex.org/I15196421","display_name":"University of Applied Sciences and Arts of Southern Switzerland","ror":"https://ror.org/05ep8g269","country_code":"CH","type":"education","lineage":["https://openalex.org/I15196421"]},{"id":"https://openalex.org/I2614128279","display_name":"Dalle Molle Institute for Artificial Intelligence Research","ror":"https://ror.org/013355g38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I15196421","https://openalex.org/I2614128279","https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Vincent Herrmann","raw_affiliation_strings":["IDSIA/USI/SUPSI, Lugano, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDSIA/USI/SUPSI, Lugano, Switzerland","institution_ids":["https://openalex.org/I2614128279","https://openalex.org/I15196421"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010855168","display_name":"Louis Kirsch","orcid":"https://orcid.org/0009-0001-5203-4144"},"institutions":[{"id":"https://openalex.org/I15196421","display_name":"University of Applied Sciences and Arts of Southern Switzerland","ror":"https://ror.org/05ep8g269","country_code":"CH","type":"education","lineage":["https://openalex.org/I15196421"]},{"id":"https://openalex.org/I2614128279","display_name":"Dalle Molle Institute for Artificial Intelligence Research","ror":"https://ror.org/013355g38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I15196421","https://openalex.org/I2614128279","https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Louis Kirsch","raw_affiliation_strings":["IDSIA/USI/SUPSI, Lugano, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDSIA/USI/SUPSI, Lugano, Switzerland","institution_ids":["https://openalex.org/I2614128279","https://openalex.org/I15196421"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071172037","display_name":"J\u00fcrgen Schmidhuber","orcid":null},"institutions":[{"id":"https://openalex.org/I15196421","display_name":"University of Applied Sciences and Arts of Southern Switzerland","ror":"https://ror.org/05ep8g269","country_code":"CH","type":"education","lineage":["https://openalex.org/I15196421"]},{"id":"https://openalex.org/I2614128279","display_name":"Dalle Molle Institute for Artificial Intelligence Research","ror":"https://ror.org/013355g38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I15196421","https://openalex.org/I2614128279","https://openalex.org/I57201433"]},{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["CH","SA"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Schmidhuber","raw_affiliation_strings":["AI Initiate, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia","IDSIA/USI/SUPSI, Lugano, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Initiate, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]},{"raw_affiliation_string":"IDSIA/USI/SUPSI, Lugano, Switzerland","institution_ids":["https://openalex.org/I2614128279","https://openalex.org/I15196421"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016895239"],"corresponding_institution_ids":["https://openalex.org/I15196421","https://openalex.org/I2614128279"],"apc_list":null,"apc_paid":null,"fwci":0.9436,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79914925,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"254","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9923999905586243,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9803000092506409,"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":0.7291074991226196},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5926417112350464},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.5902649760246277},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5875779986381531},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5029522776603699},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3743559420108795},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15331757068634033},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.1341707408428192}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7291074991226196},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5926417112350464},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5902649760246277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5875779986381531},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5029522776603699},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3743559420108795},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15331757068634033},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.1341707408428192},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-47958-8_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47958-8_16","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W131197043","https://openalex.org/W170307911","https://openalex.org/W172298727","https://openalex.org/W185620388","https://openalex.org/W1490862430","https://openalex.org/W1530941242","https://openalex.org/W1550989509","https://openalex.org/W1556695557","https://openalex.org/W1569930087","https://openalex.org/W1680245855","https://openalex.org/W1685006559","https://openalex.org/W1819200667","https://openalex.org/W1863227302","https://openalex.org/W1940450904","https://openalex.org/W1965555277","https://openalex.org/W1995875735","https://openalex.org/W2030492659","https://openalex.org/W2034806191","https://openalex.org/W2038794597","https://openalex.org/W2046578104","https://openalex.org/W2054658115","https://openalex.org/W2060108852","https://openalex.org/W2061868368","https://openalex.org/W2064675550","https://openalex.org/W2076063813","https://openalex.org/W2081547991","https://openalex.org/W2084323233","https://openalex.org/W2084920657","https://openalex.org/W2089217417","https://openalex.org/W2094149843","https://openalex.org/W2101786389","https://openalex.org/W2103581399","https://openalex.org/W2110381504","https://openalex.org/W2116386744","https://openalex.org/W2119717200","https://openalex.org/W2122585011","https://openalex.org/W2123327324","https://openalex.org/W2129652681","https://openalex.org/W2136848157","https://openalex.org/W2139612737","https://openalex.org/W2475726324","https://openalex.org/W2584057084","https://openalex.org/W2912811302","https://openalex.org/W2963523627","https://openalex.org/W2982316857","https://openalex.org/W2990747716","https://openalex.org/W3016186637","https://openalex.org/W4213350211","https://openalex.org/W4214717370","https://openalex.org/W4230960895","https://openalex.org/W4382239275","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4362501864","https://openalex.org/W4306904969","https://openalex.org/W4380318855","https://openalex.org/W2138720691","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W20361778","https://openalex.org/W2024136090","https://openalex.org/W2964765435"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
