{"id":"https://openalex.org/W7214575281","doi":"https://doi.org/10.48550/arxiv.2609.31370","title":"Adaptive Dissipative State Preparation through Reinforcement Learning","display_name":"Adaptive Dissipative State Preparation through Reinforcement Learning","publication_year":2026,"publication_date":"2026-09-25","ids":{"openalex":"https://openalex.org/W7214575281","doi":"https://doi.org/10.48550/arxiv.2609.31370"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2609.31370","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2609.31370","pdf_url":"https://arxiv.org/pdf/2609.31370","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2609.31370","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035174633","display_name":"Nathan M. Myers","orcid":"https://orcid.org/0000-0002-9903-2859","observed_orcids":["https://orcid.org/0000-0002-9903-2859"]},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Myers, Nathan M.","raw_affiliation_strings":["Physical and Computational Sciences , Pacific Northwest National Laboratory , Richland , WA 99354 , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physical and Computational Sciences , Pacific Northwest National Laboratory , Richland , WA 99354 , USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5153378151","display_name":"Chenxu Liu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liu, Chenxu","raw_affiliation_strings":["Physical and Computational Sciences , Pacific Northwest National Laboratory , Richland , WA 99354 , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physical and Computational Sciences , Pacific Northwest National Laboratory , Richland , WA 99354 , USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106125262","display_name":"Yulong Dong","orcid":"https://orcid.org/0000-0003-0577-2475","observed_orcids":["https://orcid.org/0000-0003-0577-2475"]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dong, Yulong","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science , University of Michigan , Ann Arbor , MI 48109 , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science , University of Michigan , Ann Arbor , MI 48109 , USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027488490","display_name":"Nicholas P. Bauman","orcid":"https://orcid.org/0000-0003-3962-6265","observed_orcids":["https://orcid.org/0000-0003-3962-6265"]},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bauman, Nicholas P.","raw_affiliation_strings":["Physical and Computational Sciences , Pacific Northwest National Laboratory , Richland , WA 99354 , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physical and Computational Sciences , Pacific Northwest National Laboratory , Richland , WA 99354 , USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5127934490","display_name":"Karol Kowalski","orcid":"https://orcid.org/0000-0001-6357-785X","observed_orcids":["https://orcid.org/0000-0001-6357-785X"]},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kowalski, Karol","raw_affiliation_strings":["Physical and Computational Sciences , Pacific Northwest National Laboratory , Richland , WA 99354 , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physical and Computational Sciences , Pacific Northwest National Laboratory , Richland , WA 99354 , USA","institution_ids":["https://openalex.org/I142606810"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9643999934196472,"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":0.9643999934196472,"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/T11804","display_name":"Quantum many-body systems","score":0.031099999323487282,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10020","display_name":"Quantum Information and Cryptography","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ground-state-preparation","display_name":"ground state preparation","score":0.9589999914169312},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.9390000104904175},{"id":"https://openalex.org/keywords/adaptive-dissipation","display_name":"adaptive dissipation","score":0.6150000095367432},{"id":"https://openalex.org/keywords/ancilla-qubits","display_name":"ancilla qubits","score":0.9459999799728394},{"id":"https://openalex.org/keywords/system-bath-interaction","display_name":"system-bath interaction","score":0.8069999814033508},{"id":"https://openalex.org/keywords/energy-dissipation","display_name":"energy dissipation","score":0.5910000205039978},{"id":"https://openalex.org/keywords/convergence-time","display_name":"convergence time","score":0.49300000071525574},{"id":"https://openalex.org/keywords/quantum-thermalization","display_name":"quantum thermalization","score":0.5239999890327454}],"concepts":[{"id":"https://openalex.org/C99692599","wikidata":"https://www.wikidata.org/wiki/Q596577","display_name":"Dissipative system","level":2,"score":0.7832000255584717},{"id":"https://openalex.org/C2779795794","wikidata":"https://www.wikidata.org/wiki/Q7315343","display_name":"Reset (finance)","level":2,"score":0.6202999949455261},{"id":"https://openalex.org/C203087015","wikidata":"https://www.wikidata.org/wiki/Q378201","display_name":"Qubit","level":3,"score":0.60589998960495},{"id":"https://openalex.org/C135402231","wikidata":"https://www.wikidata.org/wiki/Q898440","display_name":"Dissipation","level":2,"score":0.5870000123977661},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5278000235557556},{"id":"https://openalex.org/C101370240","wikidata":"https://www.wikidata.org/wiki/Q1229326","display_name":"Dissipative operator","level":3,"score":0.5242000222206116},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5095999836921692},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5044999718666077},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4968000054359436},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.4514000117778778},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4426000118255615},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.4426000118255615},{"id":"https://openalex.org/C2778926657","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum system","level":3,"score":0.4300000071525574},{"id":"https://openalex.org/C129537906","wikidata":"https://www.wikidata.org/wiki/Q7603913","display_name":"State variable","level":2,"score":0.4277999997138977},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4133000075817108},{"id":"https://openalex.org/C69523127","wikidata":"https://www.wikidata.org/wiki/Q4480008","display_name":"Ground state","level":2,"score":0.40610000491142273},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.39419999718666077},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.37950000166893005},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.36980000138282776},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3571000099182129},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.34130001068115234},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.32190001010894775},{"id":"https://openalex.org/C121040770","wikidata":"https://www.wikidata.org/wiki/Q215675","display_name":"Quantum entanglement","level":3,"score":0.3001999855041504},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.28610000014305115},{"id":"https://openalex.org/C15706264","wikidata":"https://www.wikidata.org/wiki/Q230883","display_name":"Quantum state","level":3,"score":0.2849999964237213},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.2533999979496002}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2609.31370","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2609.31370","pdf_url":"https://arxiv.org/pdf/2609.31370","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2609.31370","doi":"https://doi.org/10.48550/arxiv.2609.31370","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2609.31370","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2609.31370","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2609.31370","pdf_url":"https://arxiv.org/pdf/2609.31370","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G122673668","display_name":null,"funder_award_id":"DE\u2013AC02\u201305CH11231","funder_id":"https://openalex.org/F4320317220","funder_display_name":"National Energy Research Scientific Computing Center"},{"id":"https://openalex.org/G125460123","display_name":null,"funder_award_id":"DE-AC05\u201376RL01830","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1286236842","display_name":null,"funder_award_id":"-AC02-05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1286251239","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320337480","funder_display_name":"Basic Energy Sciences"},{"id":"https://openalex.org/G138090931","display_name":null,"funder_award_id":"DEAC0576RL01830","funder_id":"https://openalex.org/F4320338354","funder_display_name":"Pacific Northwest National Laboratory"},{"id":"https://openalex.org/G1677143136","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320317220","funder_display_name":"National Energy Research Scientific Computing Center"},{"id":"https://openalex.org/G1724155629","display_name":null,"funder_award_id":"76RL01830","funder_id":"https://openalex.org/F4320337547","funder_display_name":"Laboratory Directed Research and Development"},{"id":"https://openalex.org/G1851334662","display_name":null,"funder_award_id":"DE-AC05-76RL01830","funder_id":"https://openalex.org/F4320337480","funder_display_name":"Basic Energy Sciences"},{"id":"https://openalex.org/G1899721271","display_name":null,"funder_award_id":"AC05-76RL01830","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G213222014","display_name":null,"funder_award_id":"DEAC02-05CH11231","funder_id":"https://openalex.org/F4320337547","funder_display_name":"Laboratory Directed Research and Development"},{"id":"https://openalex.org/G2270264153","display_name":null,"funder_award_id":"DEAC05\u201376RL01830","funder_id":"https://openalex.org/F4320337547","funder_display_name":"Laboratory Directed Research and Development"},{"id":"https://openalex.org/G2506945562","display_name":null,"funder_award_id":"76RL01830","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2510423872","display_name":null,"funder_award_id":"AC05-76RL01830","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2618837358","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320337480","funder_display_name":"Basic Energy Sciences"},{"id":"https://openalex.org/G30714459","display_name":null,"funder_award_id":"DE-AC02-05CH11231.","funder_id":"https://openalex.org/F4320337480","funder_display_name":"Basic Energy Sciences"},{"id":"https://openalex.org/G391136020","display_name":null,"funder_award_id":"DE- AC05-76RL01830","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G4108734848","display_name":null,"funder_award_id":"FWP 72689","funder_id":"https://openalex.org/F4320337480","funder_display_name":"Basic Energy Sciences"},{"id":"https://openalex.org/G419881185","display_name":null,"funder_award_id":"DEAC02\u201305CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G42916606","display_name":null,"funder_award_id":"DE AC02 05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G4501827968","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G498139845","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G5076365615","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320317220","funder_display_name":"National Energy Research Scientific Computing Center"},{"id":"https://openalex.org/G5321382714","display_name":null,"funder_award_id":"76RL01830","funder_id":"https://openalex.org/F4320338354","funder_display_name":"Pacific Northwest National Laboratory"},{"id":"https://openalex.org/G5726405315","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G613759197","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320338354","funder_display_name":"Pacific Northwest National Laboratory"},{"id":"https://openalex.org/G650090426","display_name":null,"funder_award_id":"AC02\u201305CH11231","funder_id":"https://openalex.org/F4320337480","funder_display_name":"Basic Energy Sciences"},{"id":"https://openalex.org/G6652958823","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G7665161096","display_name":null,"funder_award_id":"76RL01830","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G8135867528","display_name":null,"funder_award_id":"AC05-76RL01830","funder_id":"https://openalex.org/F4320338354","funder_display_name":"Pacific Northwest National Laboratory"},{"id":"https://openalex.org/G821644656","display_name":null,"funder_award_id":"DE\u2010AC05\u201076 RL01830","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G8960879569","display_name":null,"funder_award_id":"72689","funder_id":"https://openalex.org/F4320337480","funder_display_name":"Basic Energy Sciences"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"},{"id":"https://openalex.org/F4320317220","display_name":"National Energy Research Scientific Computing Center","ror":"https://ror.org/05v3mvq14"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337480","display_name":"Basic Energy Sciences","ror":"https://ror.org/05mg91w61"},{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338354","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7214575281.pdf","grobid_xml":"https://content.openalex.org/works/W7214575281.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W4295009470","https://openalex.org/W4360103738","https://openalex.org/W4388748512","https://openalex.org/W4399270651","https://openalex.org/W4407231832","https://openalex.org/W4415086573","https://openalex.org/W4417262114","https://openalex.org/W7117256922","https://openalex.org/W7162569915","https://openalex.org/W7165649584","https://openalex.org/W7171679869","https://openalex.org/W7213434259"],"related_works":["https://openalex.org/W4417267415","https://openalex.org/W4403592009","https://openalex.org/W3128847291","https://openalex.org/W4414112590","https://openalex.org/W1792330812","https://openalex.org/W4401391956","https://openalex.org/W7151498101","https://openalex.org/W4377099928","https://openalex.org/W2611040751","https://openalex.org/W4360103738"],"abstract_inverted_index":{"Dissipative":[0],"algorithms":[1],"approach":[2],"the":[3,11,47,68,79,99,115],"problem":[4],"of":[5,14,67,81,98],"ground":[6,116],"state":[7,117],"preparation":[8],"by":[9,32],"mimicking":[10],"natural":[12],"thermalization":[13],"a":[15,21,33,38,52,95],"quantum":[16],"system":[17,48,100],"in":[18,106],"contact":[19],"with":[20,37],"large,":[22],"low-temperature":[23],"thermal":[24],"environment.":[25],"The":[26,102],"environment":[27],"can":[28,112],"be":[29],"efficiently":[30],"simulated":[31],"single":[34],"ancilla":[35,82,133],"qubit":[36],"variable":[39],"energy":[40,90],"gap":[41],"that":[42,72,123],"is":[43],"repeatedly":[44],"coupled":[45],"to":[46,50,77,88,125],"qubits":[49],"generate":[51],"dissipative":[53,69],"channel,":[54],"and":[55,84,111,132],"then":[56],"reset":[57],"after":[58],"each":[59],"interaction.":[60],"Here":[61],"we":[62],"present":[63],"an":[64],"adaptive":[65,103],"implementation":[66,104],"algorithm,":[70],"RL-Adapt,":[71],"uses":[73],"single-shot":[74],"reinforcement":[75],"learning":[76],"optimize":[78],"selection":[80],"frequency":[83,134],"system-bath":[85],"interaction":[86],"operator":[87,121,131],"maximize":[89],"dissipation":[91],"without":[92],"relying":[93],"on":[94],"priori":[96],"knowledge":[97],"spectrum.":[101],"results":[105],"significantly":[107],"reduced":[108],"convergence":[109],"times":[110],"successfully":[113],"find":[114],"even":[118],"for":[119],"non-ideal":[120],"pools":[122],"fail":[124],"converge":[126],"using":[127],"non-adaptive,":[128],"uniform":[129],"random":[130],"selection.":[135]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-09-29T00:00:00"}