{"id":"https://openalex.org/W4299894262","doi":"https://doi.org/10.23919/oecc/psc53152.2022.9849932","title":"Photonic Approach to Reinforcement Learning","display_name":"Photonic Approach to Reinforcement Learning","publication_year":2022,"publication_date":"2022-07-03","ids":{"openalex":"https://openalex.org/W4299894262","doi":"https://doi.org/10.23919/oecc/psc53152.2022.9849932"},"language":"en","primary_location":{"id":"doi:10.23919/oecc/psc53152.2022.9849932","is_oa":false,"landing_page_url":"https://doi.org/10.23919/oecc/psc53152.2022.9849932","pdf_url":null,"source":{"id":"https://openalex.org/S4363607820","display_name":"2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC)","raw_type":"proceedings-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/A5002483949","display_name":"Makoto Naruse","orcid":"https://orcid.org/0000-0001-8982-9824"},"institutions":[{"id":"https://openalex.org/I14396692","display_name":"Tokyo University of Information Sciences","ror":"https://ror.org/044bdx604","country_code":"JP","type":"education","lineage":["https://openalex.org/I14396692"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Makoto Naruse","raw_affiliation_strings":["Graduate School of Information Science and Technology, University of Tokyo,Department of Information Physics and Computing,Tokyo,Japan,113-8656"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, University of Tokyo,Department of Information Physics and Computing,Tokyo,Japan,113-8656","institution_ids":["https://openalex.org/I14396692","https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004119695","display_name":"Atsushi Uchida","orcid":"https://orcid.org/0000-0002-4654-8616"},"institutions":[{"id":"https://openalex.org/I72253084","display_name":"Saitama University","ror":"https://ror.org/02evnh647","country_code":"JP","type":"education","lineage":["https://openalex.org/I72253084"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Atsushi Uchida","raw_affiliation_strings":["Saitama University,Department of Information and Computer Sciences,Saitama,Japan,338-8570"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saitama University,Department of Information and Computer Sciences,Saitama,Japan,338-8570","institution_ids":["https://openalex.org/I72253084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076836717","display_name":"Kazuharu Uchiyama","orcid":"https://orcid.org/0000-0002-6919-8903"},"institutions":[{"id":"https://openalex.org/I66906201","display_name":"University of Yamanashi","ror":"https://ror.org/059x21724","country_code":"JP","type":"education","lineage":["https://openalex.org/I66906201"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuharu Uchiyama","raw_affiliation_strings":["University of Yamanashi,Yamanashi,Japan,400-8511"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Yamanashi,Yamanashi,Japan,400-8511","institution_ids":["https://openalex.org/I66906201"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081746680","display_name":"Kouichi Akahane","orcid":"https://orcid.org/0000-0002-8919-1717"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kouichi Akahane","raw_affiliation_strings":["National Institute of Information and Communications Technology,Tokyo,Japan,184-8795"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Information and Communications Technology,Tokyo,Japan,184-8795","institution_ids":["https://openalex.org/I90023481"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.109674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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/T10232","display_name":"Optical Network Technologies","score":0.9860000014305115,"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/T10299","display_name":"Photonic and Optical Devices","score":0.9670000076293945,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8353354930877686},{"id":"https://openalex.org/keywords/photonics","display_name":"Photonics","score":0.7905970811843872},{"id":"https://openalex.org/keywords/photon","display_name":"Photon","score":0.5993360280990601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5942769646644592},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5667616724967957},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.49854135513305664},{"id":"https://openalex.org/keywords/quantum-optics","display_name":"Quantum optics","score":0.45824238657951355},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.432841420173645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3631884455680847},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2795933187007904},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.21384450793266296},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14035168290138245}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8353354930877686},{"id":"https://openalex.org/C20788544","wikidata":"https://www.wikidata.org/wiki/Q467054","display_name":"Photonics","level":2,"score":0.7905970811843872},{"id":"https://openalex.org/C159317903","wikidata":"https://www.wikidata.org/wiki/Q3198","display_name":"Photon","level":2,"score":0.5993360280990601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5942769646644592},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5667616724967957},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.49854135513305664},{"id":"https://openalex.org/C68717125","wikidata":"https://www.wikidata.org/wiki/Q735602","display_name":"Quantum optics","level":2,"score":0.45824238657951355},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.432841420173645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3631884455680847},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2795933187007904},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.21384450793266296},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14035168290138245},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/oecc/psc53152.2022.9849932","is_oa":false,"landing_page_url":"https://doi.org/10.23919/oecc/psc53152.2022.9849932","pdf_url":null,"source":{"id":"https://openalex.org/S4363607820","display_name":"2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320212","display_name":"Japan Society for the Promotion of Science London","ror":"https://ror.org/02m7axw05"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2135470377","https://openalex.org/W2891515163","https://openalex.org/W2963699095","https://openalex.org/W2963735764","https://openalex.org/W2964023233","https://openalex.org/W2964168673","https://openalex.org/W2971854266","https://openalex.org/W2976897596","https://openalex.org/W3003976525","https://openalex.org/W3006200966","https://openalex.org/W3035932902","https://openalex.org/W3096230432","https://openalex.org/W3103729062","https://openalex.org/W3106714810","https://openalex.org/W3107308400","https://openalex.org/W3110035959","https://openalex.org/W3128451613","https://openalex.org/W3132634413","https://openalex.org/W3133811611","https://openalex.org/W3171489384","https://openalex.org/W3210463269","https://openalex.org/W4214717370","https://openalex.org/W4221165080","https://openalex.org/W4308573549","https://openalex.org/W6803647780","https://openalex.org/W6809992939"],"related_works":["https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W2920061524","https://openalex.org/W1977959518","https://openalex.org/W2038908348","https://openalex.org/W2107890255","https://openalex.org/W2106552856","https://openalex.org/W2145821588","https://openalex.org/W2086122291","https://openalex.org/W1987513656"],"abstract_inverted_index":{"Photonic":[0],"approaches":[1],"to":[2,14],"reinforcement":[3],"learning":[4],"are":[5],"reviewed.":[6],"We":[7],"present":[8],"single-photon-based":[9],"and":[10,32],"chaotic-laser-based":[11],"decision":[12],"makers":[13],"solve":[15],"multi-armed":[16],"bandit":[17],"problems":[18],"as":[19,21],"well":[20],"entangled-photon-based":[22],"social":[23],"decision-making":[24],"by":[25],"utilizing":[26],"the":[27],"unique":[28],"attributes":[29],"of":[30],"classical":[31],"quantum":[33],"light.":[34]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
