{"id":"https://openalex.org/W4223940578","doi":"https://doi.org/10.1109/lifetech53646.2022.9754922","title":"Action Prediction of AI Bot in FightingICE by using Deep Learning Model","display_name":"Action Prediction of AI Bot in FightingICE by using Deep Learning Model","publication_year":2022,"publication_date":"2022-03-07","ids":{"openalex":"https://openalex.org/W4223940578","doi":"https://doi.org/10.1109/lifetech53646.2022.9754922"},"language":"en","primary_location":{"id":"doi:10.1109/lifetech53646.2022.9754922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lifetech53646.2022.9754922","pdf_url":null,"source":{"id":"https://openalex.org/S4363607953","display_name":"2022 IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech)","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":"2022 IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech)","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/A5033265748","display_name":"Chollakorn Nimpattanavong","orcid":"https://orcid.org/0009-0008-6005-885X"},"institutions":[{"id":"https://openalex.org/I55913730","display_name":"Bangkok University","ror":"https://ror.org/002qeva03","country_code":"TH","type":"education","lineage":["https://openalex.org/I55913730"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Chollakorn Nimpattanavong","raw_affiliation_strings":["Bangkok University,BU-Multimedia Intelligent Technology Laboratory, School of Information Technology and Innovation,Thailand","BU-Multimedia Intelligent Technology Laboratory, School of Information Technology and Innovation, Bangkok University, Thailand"],"affiliations":[{"raw_affiliation_string":"Bangkok University,BU-Multimedia Intelligent Technology Laboratory, School of Information Technology and Innovation,Thailand","institution_ids":["https://openalex.org/I55913730"]},{"raw_affiliation_string":"BU-Multimedia Intelligent Technology Laboratory, School of Information Technology and Innovation, Bangkok University, Thailand","institution_ids":["https://openalex.org/I55913730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014325435","display_name":"Worawat Choensawat","orcid":"https://orcid.org/0000-0002-6785-0953"},"institutions":[{"id":"https://openalex.org/I55913730","display_name":"Bangkok University","ror":"https://ror.org/002qeva03","country_code":"TH","type":"education","lineage":["https://openalex.org/I55913730"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Worawat Choensawat","raw_affiliation_strings":["Bangkok University,BU-Multimedia Intelligent Technology Laboratory, School of Information Technology and Innovation,Thailand","BU-Multimedia Intelligent Technology Laboratory, School of Information Technology and Innovation, Bangkok University, Thailand"],"affiliations":[{"raw_affiliation_string":"Bangkok University,BU-Multimedia Intelligent Technology Laboratory, School of Information Technology and Innovation,Thailand","institution_ids":["https://openalex.org/I55913730"]},{"raw_affiliation_string":"BU-Multimedia Intelligent Technology Laboratory, School of Information Technology and Innovation, Bangkok University, Thailand","institution_ids":["https://openalex.org/I55913730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036459733","display_name":"Kingkarn Sookhanaphibarn","orcid":"https://orcid.org/0000-0003-3100-3469"},"institutions":[{"id":"https://openalex.org/I55913730","display_name":"Bangkok University","ror":"https://ror.org/002qeva03","country_code":"TH","type":"education","lineage":["https://openalex.org/I55913730"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Kingkarn Sookhanaphibarn","raw_affiliation_strings":["Bangkok University,BU-Multimedia Intelligent Technology Laboratory, School of Information Technology and Innovation,Thailand","BU-Multimedia Intelligent Technology Laboratory, School of Information Technology and Innovation, Bangkok University, Thailand"],"affiliations":[{"raw_affiliation_string":"Bangkok University,BU-Multimedia Intelligent Technology Laboratory, School of Information Technology and Innovation,Thailand","institution_ids":["https://openalex.org/I55913730"]},{"raw_affiliation_string":"BU-Multimedia Intelligent Technology Laboratory, School of Information Technology and Innovation, Bangkok University, Thailand","institution_ids":["https://openalex.org/I55913730"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033265748"],"corresponding_institution_ids":["https://openalex.org/I55913730"],"apc_list":null,"apc_paid":null,"fwci":0.5235,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61477712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"259","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9706000089645386,"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":0.9706000089645386,"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":0.9621000289916992,"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/T14216","display_name":"Multimedia Learning Systems","score":0.9203000068664551,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/testbed","display_name":"Testbed","score":0.8387836217880249},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.784140408039093},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.7502256631851196},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7096500992774963},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.6188908815383911},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5621689558029175},{"id":"https://openalex.org/keywords/video-game","display_name":"Video game","score":0.4448716342449188},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4150981903076172},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3289235830307007},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.2656647861003876},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12541267275810242},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11116600036621094}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.8387836217880249},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.784140408039093},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.7502256631851196},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7096500992774963},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.6188908815383911},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5621689558029175},{"id":"https://openalex.org/C3018412434","wikidata":"https://www.wikidata.org/wiki/Q7889","display_name":"Video game","level":2,"score":0.4448716342449188},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4150981903076172},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3289235830307007},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2656647861003876},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12541267275810242},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11116600036621094},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lifetech53646.2022.9754922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lifetech53646.2022.9754922","pdf_url":null,"source":{"id":"https://openalex.org/S4363607953","display_name":"2022 IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech)","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":"2022 IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2069797667"],"related_works":["https://openalex.org/W2171408034","https://openalex.org/W3003320923","https://openalex.org/W2106140982","https://openalex.org/W2883256816","https://openalex.org/W2152313554","https://openalex.org/W3092582874","https://openalex.org/W2065450024","https://openalex.org/W2278962595","https://openalex.org/W1509300825","https://openalex.org/W2207517346"],"abstract_inverted_index":{"Video":[0],"games":[1],"have":[2],"been":[3,27],"popular":[4],"and":[5],"can":[6,135],"be":[7,87,110],"divided":[8],"into":[9],"many":[10],"categories,":[11],"such":[12],"as":[13],"fighting":[14,93],"games,":[15],"real-time":[16],"strategy,":[17],"role-playing,":[18],"etc.":[19],"For":[20],"the":[21,63,80,88,133],"last":[22],"decade,":[23],"game":[24,52,76,94,119],"AI":[25,51,108,123,137],"has":[26],"applied":[28],"to":[29,33,49,61,73,78,86,109],"non-player":[30],"characters":[31],"(NPCs)":[32],"achieve":[34],"desired":[35],"behavior":[36],"goals.":[37],"In":[38],"this":[39],"study,":[40],"a":[41,75,92],"model":[42,115,134],"based":[43],"on":[44,66],"Deep":[45],"Learning":[46],"was":[47,84,116],"created":[48,117],"predict":[50,62,136],"action.":[53],"The":[54,68,112,129],"research":[55,100],"question":[56],"is,":[57],"\"Is":[58],"it":[59],"possible":[60],"opponent&#x2019;s":[64],"action":[65,77,139],"time?":[67],"prediction":[69],"will":[70],"enable":[71],"us":[72],"choose":[74],"win":[79],"opponent.":[81],"FightingICE":[82,90,126],"platform":[83,95],"chosen":[85],"testbed.":[89],"is":[91,131],"with":[96,140],"API":[97],"developed":[98],"for":[99],"purposes":[101],"at":[102],"Ritsumeikan":[103],"University":[104],"that":[105,132],"allows":[106],"custom":[107],"inserted.":[111],"deep":[113],"learning":[114],"using":[118],"data":[120],"from":[121],"default":[122],"bots":[124],"in":[125],"speed-running":[127],"competitions.":[128],"result":[130],"selecting":[138],"98%":[141],"accuracy.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-10-10T00:00:00"}
