{"created":"2025-01-19T01:36:59.327607+00:00","updated":"2025-01-19T09:38:18.893008+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00235022","sets":["1164:11612:11613:11628"]},"path":["11628"],"owner":"44499","recid":"235022","title":["深層学習を用いたデジタルカーリングAIの開発"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-06-14"},"_buckets":{"deposit":"81f87b60-f9de-4583-a33b-f47977aae018"},"_deposit":{"id":"235022","pid":{"type":"depid","value":"235022","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"深層学習を用いたデジタルカーリングAIの開発","author_link":["641590","641589","641588"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"深層学習を用いたデジタルカーリングAIの開発"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ポスター発表","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2024-06-14","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"電気通信大学"},{"subitem_text_value":"電気通信大学"},{"subitem_text_value":"国立スポーツ科学センター"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"The University of Electro-Communications","subitem_text_language":"en"},{"subitem_text_value":"The University of Electro-Communications","subitem_text_language":"en"},{"subitem_text_value":"Japan Institute of Sports Science","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/235022/files/IPSJ-SI24001039.pdf","label":"IPSJ-SI24001039.pdf"},"date":[{"dateType":"Available","dateValue":"2026-06-14"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SI24001039.pdf","filesize":[{"value":"229.1 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"54"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"d9301883-6336-4db1-ac8e-0442b3b44c20","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"倉田, 樹"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"伊藤, 毅志"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"相原, 伸平"}],"nameIdentifiers":[{}]}]},"item_4_relation_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_select":"NCID","subitem_relation_type_id_text":"AB00027484"}}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2759-4408","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本研究では，デジタルカーリングというコンピュータ上のシミュレータにおいて動作する，深層学習を用いたカーリングAIの開発を目的とする．学習は他のプログラムの対戦データを教師データとする教師あり学習と，モンテカルロ木探索による自己対戦による強化学習の 2 段階で行われた．結果として教師あり学習は良好な結果が得られたが，強化学習はうまく行かず，その原因について考察し，改良について展望した．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"2","bibliographic_titles":[{"bibliographic_title":"研究報告スポーツ情報学（SI）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-06-14","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"39","bibliographicVolumeNumber":"2024-SI-1"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":235022,"links":{}}