{"id":"https://openalex.org/W2034059032","doi":"https://doi.org/10.1007/s10994-013-5340-0","title":"A reinforcement learning approach to autonomous decision-making in smart electricity markets","display_name":"A reinforcement learning approach to autonomous decision-making in smart electricity markets","publication_year":2013,"publication_date":"2013-04-08","ids":{"openalex":"https://openalex.org/W2034059032","doi":"https://doi.org/10.1007/s10994-013-5340-0","mag":"2034059032"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-013-5340-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5340-0","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5340-0.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5340-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069761058","display_name":"Markus Peters","orcid":"https://orcid.org/0000-0001-7500-5672"},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Markus Peters","raw_affiliation_strings":["Rotterdam School of Management Erasmus University; Rotterdam; The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rotterdam School of Management Erasmus University; Rotterdam; The Netherlands","institution_ids":["https://openalex.org/I913958620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042852488","display_name":"Wolfgang Ketter","orcid":"https://orcid.org/0000-0001-9008-142X"},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wolfgang Ketter","raw_affiliation_strings":["Rotterdam School of Management Erasmus University; Rotterdam; The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rotterdam School of Management Erasmus University; Rotterdam; The Netherlands","institution_ids":["https://openalex.org/I913958620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066579957","display_name":"Maytal Saar\u2010Tsechansky","orcid":"https://orcid.org/0000-0002-2400-3762"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maytal Saar-Tsechansky","raw_affiliation_strings":["McCombs School of Business, University of Texas at Austin, Austin, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"McCombs School of Business, University of Texas at Austin, Austin, USA#TAB#","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006184736","display_name":"John Collins","orcid":"https://orcid.org/0000-0002-7881-4595"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Collins","raw_affiliation_strings":["Dept of Computer Science and Engineering, Univ. of Minnesota, Minneapolis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept of Computer Science and Engineering, Univ. of Minnesota, Minneapolis, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":8.1613,"has_fulltext":true,"cited_by_count":108,"citation_normalized_percentile":{"value":0.97886446,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"92","issue":"1","first_page":"5","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10424","display_name":"Electric Power System Optimization","score":0.9994999766349792,"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/T11182","display_name":"Auction Theory and Applications","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8533341288566589},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.707903265953064},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6789510846138},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6554139852523804},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.604377031326294},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.5106475949287415},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4338446855545044},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.4322356581687927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41768568754196167},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16249486804008484},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.11272576451301575},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11155757308006287}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8533341288566589},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.707903265953064},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6789510846138},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6554139852523804},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.604377031326294},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.5106475949287415},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4338446855545044},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.4322356581687927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41768568754196167},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16249486804008484},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.11272576451301575},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11155757308006287},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10994-013-5340-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5340-0","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5340-0.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:pure.eur.nl:openaire_cris_publications/9441ae1e-e48c-44dd-84e1-281e05516cde","is_oa":false,"landing_page_url":"https://pure.eur.nl/en/publications/9441ae1e-e48c-44dd-84e1-281e05516cde","pdf_url":null,"source":{"id":"https://openalex.org/S4306401266","display_name":"EUR Research Repository (Erasmus University Rotterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913958620","host_organization_name":"Erasmus University Rotterdam","host_organization_lineage":["https://openalex.org/I913958620"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Peters, M, Ketter, W, Saar-Tsechansky, M & Collins, J 2013, 'A reinforcement learning approach to autonomous decision-making in Smart Electricity Markets', Machine Learning, vol. 92, no. 1, pp. 5-39. https://doi.org/10.1007/s10994-013-5340-0","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.eur.nl:publications/9441ae1e-e48c-44dd-84e1-281e05516cde","is_oa":false,"landing_page_url":"http://hdl.handle.net/1765/39816","pdf_url":null,"source":{"id":"https://openalex.org/S4306401266","display_name":"EUR Research Repository (Erasmus University Rotterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913958620","host_organization_name":"Erasmus University Rotterdam","host_organization_lineage":["https://openalex.org/I913958620"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Peters, M, Ketter, W, Saar-Tsechansky, M & Collins, J 2013, 'A reinforcement learning approach to autonomous decision-making in Smart Electricity Markets', Machine Learning, vol. 92, no. 1, pp. 5-39. https://doi.org/10.1007/s10994-013-5340-0","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s10994-013-5340-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5340-0","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5340-0.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2034059032.pdf","grobid_xml":"https://content.openalex.org/works/W2034059032.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W46933459","https://openalex.org/W85886717","https://openalex.org/W172667874","https://openalex.org/W780398024","https://openalex.org/W1515851193","https://openalex.org/W1626155273","https://openalex.org/W1783866091","https://openalex.org/W1854866626","https://openalex.org/W1970705460","https://openalex.org/W1997641400","https://openalex.org/W1998456004","https://openalex.org/W2024155197","https://openalex.org/W2040884411","https://openalex.org/W2055167164","https://openalex.org/W2072931156","https://openalex.org/W2073384958","https://openalex.org/W2096232175","https://openalex.org/W2100477088","https://openalex.org/W2104228245","https://openalex.org/W2108202907","https://openalex.org/W2110486110","https://openalex.org/W2111406701","https://openalex.org/W2112264645","https://openalex.org/W2116566254","https://openalex.org/W2121863487","https://openalex.org/W2123979492","https://openalex.org/W2126737450","https://openalex.org/W2132301339","https://openalex.org/W2137622969","https://openalex.org/W2151163048","https://openalex.org/W2158883409","https://openalex.org/W2167770488","https://openalex.org/W2169016885","https://openalex.org/W2188393917","https://openalex.org/W2521581510","https://openalex.org/W2539586701","https://openalex.org/W2596356468","https://openalex.org/W3121274528","https://openalex.org/W3124379588","https://openalex.org/W3124856108","https://openalex.org/W3139377883","https://openalex.org/W4211221179","https://openalex.org/W4214717370","https://openalex.org/W4235689670","https://openalex.org/W4244562947","https://openalex.org/W4285719527","https://openalex.org/W4318624870","https://openalex.org/W6679599164","https://openalex.org/W6792155000","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W1589973774","https://openalex.org/W2171108821","https://openalex.org/W2353074559","https://openalex.org/W2074513827","https://openalex.org/W1498762745","https://openalex.org/W2402141875","https://openalex.org/W148990555","https://openalex.org/W2023642087","https://openalex.org/W4293085127","https://openalex.org/W3091424167"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
