{"id":"https://openalex.org/W2055449389","doi":"https://doi.org/10.1109/fskd.2010.5569226","title":"Automatic AI design by the use of MCTS for the game Dead-End","display_name":"Automatic AI design by the use of MCTS for the game Dead-End","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2055449389","doi":"https://doi.org/10.1109/fskd.2010.5569226","mag":"2055449389"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2010.5569226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569226","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"},"type":"article","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/A5091461085","display_name":"Yue Ma","orcid":"https://orcid.org/0000-0002-8003-4408"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Ma","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China","International School, Beijing University of Posts and Telecommunications, China, 100876"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"International School, Beijing University of Posts and Telecommunications, China, 100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019405558","display_name":"Suoju He","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suoju He","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China","International School, Beijing University of Posts and Telecommunications, China, 100876"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"International School, Beijing University of Posts and Telecommunications, China, 100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100670736","display_name":"Junping Wang","orcid":"https://orcid.org/0000-0002-3715-165X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junping Wang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China","International School, Beijing University of Posts and Telecommunications, China, 100876"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"International School, Beijing University of Posts and Telecommunications, China, 100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103132487","display_name":"Yiwen Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwen Fu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China","International School, Beijing University of Posts and Telecommunications, China, 100876"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"International School, Beijing University of Posts and Telecommunications, China, 100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005060833","display_name":"Zhiyuan Shi","orcid":"https://orcid.org/0000-0002-7073-2245"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Shi","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China","International School, Beijing University of Posts and Telecommunications, China, 100876"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"International School, Beijing University of Posts and Telecommunications, China, 100876","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091461085"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.21916509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2772","last_page":"2776"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9995999932289124,"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":0.9995999932289124,"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/T10731","display_name":"Educational Games and Gamification","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9725000262260437,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8085446357727051},{"id":"https://openalex.org/keywords/monte-carlo-tree-search","display_name":"Monte Carlo tree search","score":0.7427013516426086},{"id":"https://openalex.org/keywords/finite-state-machine","display_name":"Finite-state machine","score":0.5984187722206116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5976642966270447},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5905437469482422},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5371608734130859},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5162370204925537},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.39333564043045044},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.375251829624176},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1731848418712616}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8085446357727051},{"id":"https://openalex.org/C46149586","wikidata":"https://www.wikidata.org/wiki/Q11785332","display_name":"Monte Carlo tree search","level":3,"score":0.7427013516426086},{"id":"https://openalex.org/C167822520","wikidata":"https://www.wikidata.org/wiki/Q176452","display_name":"Finite-state machine","level":2,"score":0.5984187722206116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5976642966270447},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5905437469482422},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5371608734130859},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5162370204925537},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.39333564043045044},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.375251829624176},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1731848418712616},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2010.5569226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569226","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321470","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1533683493","https://openalex.org/W1625390266","https://openalex.org/W2108631245","https://openalex.org/W2108682032","https://openalex.org/W2137987759","https://openalex.org/W2140205964","https://openalex.org/W2152655096","https://openalex.org/W2396961959","https://openalex.org/W6632173744","https://openalex.org/W6636578284","https://openalex.org/W6712451147"],"related_works":["https://openalex.org/W2571592646","https://openalex.org/W4247855592","https://openalex.org/W2567165815","https://openalex.org/W2740304877","https://openalex.org/W2112583639","https://openalex.org/W2766259847","https://openalex.org/W2978000411","https://openalex.org/W2601600301","https://openalex.org/W4226164546","https://openalex.org/W115012109"],"abstract_inverted_index":{"The":[0],"goal":[1],"for":[2],"Artificial":[3],"Intelligent":[4],"(AI)":[5],"in":[6,27,55,62],"modern":[7],"video":[8],"game":[9],"field":[10],"is":[11,16,30,77,105],"about":[12],"creating":[13],"AI":[14,29,47],"that":[15],"challengeable":[17,66],"and":[18,67],"interesting.":[19],"This":[20,103],"paper":[21],"aims":[22],"at":[23],"implementing":[24],"a":[25],"method":[26],"which":[28],"controlled":[31,50],"by":[32,51,70,79,96],"Monte-Carlo":[33],"Tree":[34],"Search":[35],"(MCTS)":[36],"instead":[37],"of":[38,75,82,85,100],"Finite":[39],"State":[40],"Machine":[41],"(FSM).":[42],"Regarding":[43],"as":[44],"an":[45],"automatic":[46],"design,":[48],"NPC":[49],"MCTS":[52,87],"outperforms":[53],"FSM-controlled-NPC":[54],"mainly":[56],"three":[57],"aspects.":[58],"We":[59],"predict":[60],"that,":[61],"order":[63],"to":[64],"produce":[65],"interesting":[68],"opponents":[69],"MCTS,":[71],"the":[72,80,86,93,98],"resulting":[73],"performance":[74],"opponent":[76],"determined":[78],"length":[81,99],"simulation":[83,101],"time":[84],"method.":[88],"Thus,":[89],"we":[90],"can":[91],"adjust":[92],"opponents'":[94],"intelligence":[95],"changing":[97],"time.":[102],"research":[104],"based":[106],"on":[107],"Dead-End.":[108]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
