{"id":"https://openalex.org/W4392305695","doi":"https://doi.org/10.5220/0012353100003636","title":"Variational Quantum Circuit Design for Quantum Reinforcement Learning on Continuous Environments","display_name":"Variational Quantum Circuit Design for Quantum Reinforcement Learning on Continuous Environments","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392305695","doi":"https://doi.org/10.5220/0012353100003636"},"language":"en","primary_location":{"id":"doi:10.5220/0012353100003636","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012353100003636","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0012353100003636","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053384979","display_name":"Georg Kruse","orcid":"https://orcid.org/0000-0002-2679-2400"},"institutions":[{"id":"https://openalex.org/I4210148684","display_name":"Fraunhofer Institute for Integrated Systems and Device Technology","ror":"https://ror.org/04q5rka56","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210148684","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Georg Kruse","raw_affiliation_strings":["Fraunhofer Institute for Integrated Systems and Device Technology, Erlangen, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Integrated Systems and Device Technology, Erlangen, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210148684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089473555","display_name":"Theodora-Augustina Dr\u0103gan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127444","display_name":"Fraunhofer Institute for Cognitive Systems","ror":"https://ror.org/02fez3815","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210127444","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Theodora-Augustina Dr\u0103gan","raw_affiliation_strings":["Fraunhofer Institute for Cognitive Systems IKS, Munich, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Cognitive Systems IKS, Munich, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210127444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004214923","display_name":"Robert Wille","orcid":"https://orcid.org/0000-0002-4993-7860"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert Wille","raw_affiliation_strings":["Technical University of Munich, Department of Informatics, Munich, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Department of Informatics, Munich, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113763108","display_name":"J. Lorenz","orcid":"https://orcid.org/0000-0001-6530-1873"},"institutions":[{"id":"https://openalex.org/I4210127444","display_name":"Fraunhofer Institute for Cognitive Systems","ror":"https://ror.org/02fez3815","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210127444","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jeanette Miriam Lorenz","raw_affiliation_strings":["Ludwig Maximilian University, Faculty of Physics, Munich, Germany, --- Select a Country ---","Fraunhofer Institute for Cognitive Systems IKS, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ludwig Maximilian University, Faculty of Physics, Munich, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Fraunhofer Institute for Cognitive Systems IKS, Munich, Germany","institution_ids":["https://openalex.org/I4210127444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8448,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.91891469,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"393","last_page":"400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9998000264167786,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9998000264167786,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9950000047683716,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9937000274658203,"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":0.8178924322128296},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6007227897644043},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5691958665847778},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5467345714569092},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5072957873344421},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.46801885962486267},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44787389039993286},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.43334323167800903},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4159894585609436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38181906938552856},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3810684084892273},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3393250107765198},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24461683630943298},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.07650849223136902},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.07520177960395813}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8178924322128296},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6007227897644043},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5691958665847778},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5467345714569092},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5072957873344421},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.46801885962486267},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44787389039993286},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.43334323167800903},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4159894585609436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38181906938552856},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3810684084892273},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3393250107765198},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24461683630943298},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.07650849223136902},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07520177960395813},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0012353100003636","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012353100003636","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/466198","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/466198","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"doi:10.5220/0012353100003636","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012353100003636","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1771410628","https://openalex.org/W2736601468","https://openalex.org/W2784994528","https://openalex.org/W2794444783","https://openalex.org/W2795247881","https://openalex.org/W3075559820","https://openalex.org/W3098599423","https://openalex.org/W3099283286","https://openalex.org/W3114242474","https://openalex.org/W3132743969","https://openalex.org/W3141755656","https://openalex.org/W3162079807","https://openalex.org/W3201979454","https://openalex.org/W3211028885","https://openalex.org/W3211718387","https://openalex.org/W3216656735","https://openalex.org/W4226266263","https://openalex.org/W4226407443","https://openalex.org/W4297789758","https://openalex.org/W4301391975","https://openalex.org/W4311557973","https://openalex.org/W4312122114","https://openalex.org/W4312224136","https://openalex.org/W4322626341","https://openalex.org/W4386212326","https://openalex.org/W4386336967","https://openalex.org/W4387390353","https://openalex.org/W4389168146","https://openalex.org/W4394666657"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W4230315250"],"abstract_inverted_index":{"393":[0]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2024-03-05T00:00:00"}
