{"id":"https://openalex.org/W4296474677","doi":"https://doi.org/10.1109/cog51982.2022.9893718","title":"A Deep Reinforcement Learning Blind AI in DareFightingICE","display_name":"A Deep Reinforcement Learning Blind AI in DareFightingICE","publication_year":2022,"publication_date":"2022-08-21","ids":{"openalex":"https://openalex.org/W4296474677","doi":"https://doi.org/10.1109/cog51982.2022.9893718"},"language":"en","primary_location":{"id":"doi:10.1109/cog51982.2022.9893718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cog51982.2022.9893718","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Conference on Games (CoG)","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/A5101915126","display_name":"Thai Van Nguyen","orcid":"https://orcid.org/0009-0007-0045-4431"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Thai Van Nguyen","raw_affiliation_strings":["Ritsumeikan University,Graduate School of Information Science and Engineering,Kusatsu,Shiga,Japan","Graduate School of Information Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan"],"affiliations":[{"raw_affiliation_string":"Ritsumeikan University,Graduate School of Information Science and Engineering,Kusatsu,Shiga,Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"Graduate School of Information Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020110732","display_name":"Xincheng Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xincheng Dai","raw_affiliation_strings":["Ritsumeikan University,Graduate School of Information Science and Engineering,Kusatsu,Shiga,Japan","Graduate School of Information Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan"],"affiliations":[{"raw_affiliation_string":"Ritsumeikan University,Graduate School of Information Science and Engineering,Kusatsu,Shiga,Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"Graduate School of Information Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082078862","display_name":"Ibrahim Khan","orcid":"https://orcid.org/0009-0004-5890-2346"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ibrahim Khan","raw_affiliation_strings":["Ritsumeikan University,Graduate School of Information Science and Engineering,Kusatsu,Shiga,Japan","Graduate School of Information Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan"],"affiliations":[{"raw_affiliation_string":"Ritsumeikan University,Graduate School of Information Science and Engineering,Kusatsu,Shiga,Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"Graduate School of Information Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051359789","display_name":"Ruck Thawonmas","orcid":"https://orcid.org/0000-0001-9001-5828"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ruck Thawonmas","raw_affiliation_strings":["Ritsumeikan University,College of Information Science and Engineering,Kusatsu,Shiga,Japan","College of Information Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan"],"affiliations":[{"raw_affiliation_string":"Ritsumeikan University,College of Information Science and Engineering,Kusatsu,Shiga,Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"College of Information Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088628835","display_name":"Hai Van Pham","orcid":"https://orcid.org/0000-0001-8325-1662"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hai V. Pham","raw_affiliation_strings":["Hanoi University of Science And Technology,School of Information and Communication Technology,Hanoi,Vietnam","School of Information and Communication Technology, Hanoi University of Science And Technology, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Hanoi University of Science And Technology,School of Information and Communication Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I94518387"]},{"raw_affiliation_string":"School of Information and Communication Technology, Hanoi University of Science And Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101915126"],"corresponding_institution_ids":["https://openalex.org/I135768898"],"apc_list":null,"apc_paid":null,"fwci":1.9316,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85909321,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"632","last_page":"637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9829999804496765,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8996214866638184},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8101528882980347},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6170942783355713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5993003249168396},{"id":"https://openalex.org/keywords/cog","display_name":"Cog","score":0.5479020476341248},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4732953906059265},{"id":"https://openalex.org/keywords/sound-reinforcement-system","display_name":"Sound reinforcement system","score":0.41918978095054626},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4168228507041931},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41547173261642456},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.31442785263061523},{"id":"https://openalex.org/keywords/audio-signal-processing","display_name":"Audio signal processing","score":0.19709241390228271},{"id":"https://openalex.org/keywords/audio-signal","display_name":"Audio signal","score":0.1528608798980713},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08787086606025696}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8996214866638184},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8101528882980347},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6170942783355713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5993003249168396},{"id":"https://openalex.org/C4661277","wikidata":"https://www.wikidata.org/wiki/Q1054157","display_name":"Cog","level":2,"score":0.5479020476341248},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4732953906059265},{"id":"https://openalex.org/C30246029","wikidata":"https://www.wikidata.org/wiki/Q829504","display_name":"Sound reinforcement system","level":5,"score":0.41918978095054626},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4168228507041931},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41547173261642456},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.31442785263061523},{"id":"https://openalex.org/C127220857","wikidata":"https://www.wikidata.org/wiki/Q2719318","display_name":"Audio signal processing","level":4,"score":0.19709241390228271},{"id":"https://openalex.org/C64922751","wikidata":"https://www.wikidata.org/wiki/Q4650799","display_name":"Audio signal","level":3,"score":0.1528608798980713},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08787086606025696},{"id":"https://openalex.org/C13895895","wikidata":"https://www.wikidata.org/wiki/Q3270773","display_name":"Speech coding","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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":1,"locations":[{"id":"doi:10.1109/cog51982.2022.9893718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cog51982.2022.9893718","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Conference on Games (CoG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2069797667","https://openalex.org/W2157331557","https://openalex.org/W2550761877","https://openalex.org/W2736601468","https://openalex.org/W2896267617","https://openalex.org/W2963871073","https://openalex.org/W2975043829","https://openalex.org/W3084241738","https://openalex.org/W3094607870","https://openalex.org/W3130029148","https://openalex.org/W3160525311","https://openalex.org/W3163300396","https://openalex.org/W3163645170","https://openalex.org/W3176232375","https://openalex.org/W3180630588","https://openalex.org/W3209737206","https://openalex.org/W4206145040","https://openalex.org/W4221152438","https://openalex.org/W4286950013","https://openalex.org/W4296426191","https://openalex.org/W6741002519","https://openalex.org/W6784682557","https://openalex.org/W6802142237","https://openalex.org/W6803328878"],"related_works":["https://openalex.org/W2004085743","https://openalex.org/W2255630662","https://openalex.org/W2922048491","https://openalex.org/W2797966250","https://openalex.org/W82657294","https://openalex.org/W4385820148","https://openalex.org/W2887824796","https://openalex.org/W2366947567","https://openalex.org/W2027112580","https://openalex.org/W2016851539"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"deep":[4],"reinforcement":[5],"learning":[6,57],"agent":[7],"(AI)":[8],"that":[9,32],"uses":[10,34],"sound":[11,35,63,100],"as":[12,36],"the":[13,16,20,37,80,104,117,127],"input":[14,38],"on":[15,48],"DareFightingICE":[17,21],"platform":[18],"at":[19],"Competition":[22],"in":[23,97],"IEEE":[24],"CoG":[25],"2022.":[26],"In":[27],"this":[28,111],"work,":[29],"an":[30],"AI":[31,96,124],"only":[33,62,121],"is":[39,64],"called":[40],"blind":[41,87,95,123],"AI.":[42,88],"While":[43],"state-of-the-art":[44],"AIs":[45],"rely":[46],"mostly":[47],"visual":[49],"or":[50],"structured":[51],"observations":[52],"provided":[53],"by":[54],"their":[55],"environments,":[56],"to":[58,74,92,103],"play":[59],"games":[60],"from":[61],"still":[65],"new":[66],"and":[67,78,106],"thus":[68],"challenging.":[69],"We":[70,89],"propose":[71,91],"different":[72],"approaches":[73],"process":[75],"audio":[76],"data":[77],"use":[79,93],"Proximal":[81],"Policy":[82],"optimization":[83],"algorithm":[84],"for":[85,110],"our":[86,94,122],"also":[90,126],"evaluation":[98],"of":[99,119],"designs":[101],"submitted":[102],"competition":[105],"define":[107],"two":[108,129],"metrics":[109],"task.":[112],"The":[113],"experimental":[114],"results":[115],"show":[116],"effectiveness":[118],"not":[120],"but":[125],"proposed":[128],"metrics.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
