{"id":"https://openalex.org/W1628056908","doi":"https://doi.org/10.1007/978-3-642-12993-3_3","title":"Monte-Carlo Tree Search in Settlers of Catan","display_name":"Monte-Carlo Tree Search in Settlers of Catan","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1628056908","doi":"https://doi.org/10.1007/978-3-642-12993-3_3","mag":"1628056908"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-12993-3_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-12993-3_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5053869649","display_name":"Istv\u00e1n Szita","orcid":null},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Istv\u00e1n Szita","raw_affiliation_strings":["Department of Knowledge Engineering, Maastricht University,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Knowledge Engineering, Maastricht University,","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108354434","display_name":"Guillaume Chaslot","orcid":null},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Guillaume Chaslot","raw_affiliation_strings":["Department of Knowledge Engineering, Maastricht University,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Knowledge Engineering, Maastricht University,","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056929047","display_name":"Pieter Spronck","orcid":"https://orcid.org/0000-0002-4437-6611"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]},{"id":"https://openalex.org/I4210105673","display_name":"Research Institute for Knowledge Systems","ror":"https://ror.org/01mzc3z63","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210105673"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Pieter Spronck","raw_affiliation_strings":["Institute for Knowledge and Agent Technology, Universiteit Maastricht,","Tilburg centre for Creative Computing, Tilburg University,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Knowledge and Agent Technology, Universiteit Maastricht,","institution_ids":["https://openalex.org/I4210105673"]},{"raw_affiliation_string":"Tilburg centre for Creative Computing, Tilburg University,","institution_ids":["https://openalex.org/I193700539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053869649"],"corresponding_institution_ids":["https://openalex.org/I34352273"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.383,"has_fulltext":false,"cited_by_count":88,"citation_normalized_percentile":{"value":0.96801771,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9886999726295471,"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/T11674","display_name":"Sports Analytics and Performance","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/monte-carlo-tree-search","display_name":"Monte Carlo tree search","score":0.9099827408790588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8386496901512146},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7444180250167847},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.625099778175354},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5758931636810303},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.558698296546936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.498568058013916},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.44121024012565613},{"id":"https://openalex.org/keywords/game-tree","display_name":"Game tree","score":0.42181020975112915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3819246292114258},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3610868453979492},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.339192271232605},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.3249102830886841},{"id":"https://openalex.org/keywords/sequential-game","display_name":"Sequential game","score":0.285075843334198},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.122185617685318}],"concepts":[{"id":"https://openalex.org/C46149586","wikidata":"https://www.wikidata.org/wiki/Q11785332","display_name":"Monte Carlo tree search","level":3,"score":0.9099827408790588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8386496901512146},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7444180250167847},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.625099778175354},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5758931636810303},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.558698296546936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.498568058013916},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.44121024012565613},{"id":"https://openalex.org/C95815963","wikidata":"https://www.wikidata.org/wiki/Q1377033","display_name":"Game tree","level":4,"score":0.42181020975112915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3819246292114258},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3610868453979492},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.339192271232605},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.3249102830886841},{"id":"https://openalex.org/C73795354","wikidata":"https://www.wikidata.org/wiki/Q287618","display_name":"Sequential game","level":3,"score":0.285075843334198},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.122185617685318},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-642-12993-3_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-12993-3_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:tilburguniversity.edu:publications/5f0e5862-b41a-40a5-9cb2-341eee55ae48","is_oa":false,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/5f0e5862-b41a-40a5-9cb2-341eee55ae48","pdf_url":null,"source":{"id":"https://openalex.org/S4406923027","display_name":"Tilburg University Research Portal","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Szita, I, Chaslot, G & Spronck, P H M 2010, Monte-Carlo tree search in Settlers of Catan. in H van den Herik & P Spronck (eds), 12th International Conference, ACG2009. Springer/Link, Berlin/Heidelberg, pp. 21-32.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.387.395","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.387.395","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ticc.uvt.nl/~pspronck/pubs/ACG12Szita.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W26772505","https://openalex.org/W34092776","https://openalex.org/W64203724","https://openalex.org/W597497550","https://openalex.org/W604490888","https://openalex.org/W1487385582","https://openalex.org/W1514583064","https://openalex.org/W1517211955","https://openalex.org/W1519010826","https://openalex.org/W1625390266","https://openalex.org/W1863869622","https://openalex.org/W1986794574","https://openalex.org/W1994685255","https://openalex.org/W2012061263","https://openalex.org/W2047587948","https://openalex.org/W2075848246","https://openalex.org/W2091985923","https://openalex.org/W2101861158","https://openalex.org/W2126957859","https://openalex.org/W2139612737","https://openalex.org/W2164128966","https://openalex.org/W2183832771","https://openalex.org/W2224879568","https://openalex.org/W2618342356","https://openalex.org/W2737560561","https://openalex.org/W2911640577","https://openalex.org/W2970208590"],"related_works":["https://openalex.org/W4383535542","https://openalex.org/W3193783858","https://openalex.org/W4383560925","https://openalex.org/W2523674799","https://openalex.org/W1973194029","https://openalex.org/W2102256448","https://openalex.org/W4323526614","https://openalex.org/W2567165815","https://openalex.org/W141627066","https://openalex.org/W2136302345"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":8}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}