{"id":"https://openalex.org/W3091926626","doi":"https://doi.org/10.15439/2020f178","title":"StarCraft agent strategic training on a large human versus human game replay dataset","display_name":"StarCraft agent strategic training on a large human versus human game replay dataset","publication_year":2020,"publication_date":"2020-09-26","ids":{"openalex":"https://openalex.org/W3091926626","doi":"https://doi.org/10.15439/2020f178","mag":"3091926626"},"language":"en","primary_location":{"id":"doi:10.15439/2020f178","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2020f178","pdf_url":"https://annals-csis.org/proceedings/2020/drp/pdf/178.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2020/drp/pdf/178.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014966944","display_name":"\u0160tefan Kri\u0161tof\u00edk","orcid":"https://orcid.org/0000-0002-9995-460X"},"institutions":[{"id":"https://openalex.org/I207624831","display_name":"Slovak Academy of Sciences","ror":"https://ror.org/03h7qq074","country_code":"SK","type":"funder","lineage":["https://openalex.org/I207624831"]},{"id":"https://openalex.org/I4210152232","display_name":"Institute of Informatics of the Slovak Academy of Sciences","ror":"https://ror.org/04jgqpc26","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210152232"]}],"countries":["SK"],"is_corresponding":true,"raw_author_name":"\u0160tefan Kri\u0161tof\u00edk","raw_affiliation_strings":["Institute of Informatics, Slovak Academy of Sciences D\u00fabravsk\u00e1 cesta 9, 845 07 Bratislava, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Slovak Academy of Sciences D\u00fabravsk\u00e1 cesta 9, 845 07 Bratislava, Slovakia","institution_ids":["https://openalex.org/I4210152232","https://openalex.org/I207624831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058032924","display_name":"Mat\u00fa\u0161 Kas\u00e1\u0161","orcid":null},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Mat\u00fa\u0161 Kas\u00e1\u0161","raw_affiliation_strings":["Faculty of Informatics and Information Technologies Slovak University of Technology Ilkovi\u010dova 2, 842 16 Bratislava, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Information Technologies Slovak University of Technology Ilkovi\u010dova 2, 842 16 Bratislava, Slovakia","institution_ids":["https://openalex.org/I110757952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001710111","display_name":"\u0160tefan Neupauer","orcid":null},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"\u0160tefan Neupauer","raw_affiliation_strings":["Faculty of Informatics and Information Technologies Slovak University of Technology Ilkovi\u010dova 2, 842 16 Bratislava, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Information Technologies Slovak University of Technology Ilkovi\u010dova 2, 842 16 Bratislava, Slovakia","institution_ids":["https://openalex.org/I110757952"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103226180","display_name":"Peter Mal\u00edk","orcid":"https://orcid.org/0000-0002-1921-2340"},"institutions":[{"id":"https://openalex.org/I4210152232","display_name":"Institute of Informatics of the Slovak Academy of Sciences","ror":"https://ror.org/04jgqpc26","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210152232"]},{"id":"https://openalex.org/I207624831","display_name":"Slovak Academy of Sciences","ror":"https://ror.org/03h7qq074","country_code":"SK","type":"funder","lineage":["https://openalex.org/I207624831"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Peter Mal\u00edk","raw_affiliation_strings":["Institute of Informatics, Slovak Academy of Sciences D\u00fabravsk\u00e1 cesta 9, 845 07 Bratislava, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Slovak Academy of Sciences D\u00fabravsk\u00e1 cesta 9, 845 07 Bratislava, Slovakia","institution_ids":["https://openalex.org/I4210152232","https://openalex.org/I207624831"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014966944"],"corresponding_institution_ids":["https://openalex.org/I207624831","https://openalex.org/I4210152232"],"apc_list":null,"apc_paid":null,"fwci":0.1116,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.4106556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"21","issue":null,"first_page":"391","last_page":"399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9997000098228455,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9997000098228455,"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/T11197","display_name":"Digital Games and Media","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9948999881744385,"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":0.7744326591491699},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.7241637110710144},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.6023439764976501},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5181649923324585},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5110763311386108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46916326880455017},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.41763442754745483},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.41315385699272156},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10607194900512695}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7744326591491699},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7241637110710144},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.6023439764976501},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5181649923324585},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5110763311386108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46916326880455017},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.41763442754745483},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.41315385699272156},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10607194900512695},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2020f178","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2020f178","pdf_url":"https://annals-csis.org/proceedings/2020/drp/pdf/178.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:7c5e32aa33cc435a8701bab42caa6662","is_oa":false,"landing_page_url":"https://doaj.org/article/7c5e32aa33cc435a8701bab42caa6662","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 21, Pp 391-399 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2020f178","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2020f178","pdf_url":"https://annals-csis.org/proceedings/2020/drp/pdf/178.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3091926626.pdf","grobid_xml":"https://content.openalex.org/works/W3091926626.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1516242919","https://openalex.org/W1558653343","https://openalex.org/W2018917012","https://openalex.org/W2144445939","https://openalex.org/W2902174156","https://openalex.org/W2964297849","https://openalex.org/W2973310944","https://openalex.org/W2982316857","https://openalex.org/W2995767657","https://openalex.org/W4299335686","https://openalex.org/W6742277705"],"related_works":["https://openalex.org/W2883256816","https://openalex.org/W2171408034","https://openalex.org/W3003320923","https://openalex.org/W2106140982","https://openalex.org/W2152313554","https://openalex.org/W2064303750","https://openalex.org/W3048672182","https://openalex.org/W1509300825","https://openalex.org/W2054620577","https://openalex.org/W3092582874"],"abstract_inverted_index":{"Real-time":[0],"strategy":[1,48,137],"games":[2],"are":[3],"currently":[4],"very":[5],"popular":[6],"as":[7],"a":[8,25,75,108,112,117],"testbed":[9],"for":[10],"AI":[11],"research":[12],"and":[13,81,111],"education.":[14],"StarCraft:":[15],"Brood":[16],"War":[17],"(SC:BW)":[18],"is":[19,54,66,104,142],"one":[20],"of":[21,51,60,67,98,106,120,140],"such":[22],"games.":[23],"Recently,":[24],"new":[26],"large,":[27],"unlabeled":[28],"human":[29,31],"versus":[30],"SC:BW":[32,77],"game":[33],"replay":[34],"dataset":[35,53],"called":[36],"STARDATA":[37,64,141],"was":[38],"published.":[39],"This":[40],"paper":[41],"aims":[42],"to":[43],"prove":[44],"that":[45,57,93,135],"the":[46,52,58,95,99,102,136],"player":[47,61],"diversity":[49,59,138],"requirement":[50,139],"met,":[55],"i.e.,":[56],"strategies":[62],"in":[63,94],"replays":[65],"sufficient":[68],"quality.":[69],"To":[70],"this":[71],"end,":[72],"we":[73,133],"built":[74],"competitive":[76,100],"agent":[78,103],"from":[79],"scratch":[80],"trained":[82],"its":[83],"strategic":[84],"decision":[85],"making":[86],"process":[87],"on":[88],"STARDATA.":[89],"The":[90],"results":[91],"show":[92],"current":[96],"state":[97],"environment":[101],"capable":[105],"keeping":[107],"stable":[109],"rating":[110],"decent":[113],"win":[114],"rate":[115],"over":[116],"longer":[118],"period":[119],"time.":[121],"It":[122],"also":[123],"performs":[124],"better":[125],"than":[126],"our":[127],"other,":[128],"simple":[129],"rule-based":[130],"agent.":[131],"Therefore,":[132],"conclude":[134],"met.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}