{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00229878","sets":["6504:11436:11440"]},"path":["11440"],"owner":"44499","recid":"229878","title":["単純化されたUNOのプレイヤAIの強化学習による構築"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"66abddcb-12fa-4a8d-bac5-5bd0da4f5c8a"},"_deposit":{"id":"229878","pid":{"type":"depid","value":"229878","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"単純化されたUNOのプレイヤAIの強化学習による構築","author_link":["618380","618379"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"単純化されたUNOのプレイヤAIの強化学習による構築"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人工知能と認知科学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2023-02-16","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"芝浦工大"},{"subitem_text_value":"芝浦工大"}]},"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/229878/files/IPSJ-Z85-6P-05.pdf","label":"IPSJ-Z85-6P-05.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-6P-05.pdf","filesize":[{"value":"178.5 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"a06fa191-b618-4f33-a3d9-384bfdf8c134","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"福島, 健介"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"鈴木, 徹也"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"多人数不完全情報ゲームUNOは手札の増減や特殊なカードの存在など、同じく多人数不完全情報ゲームである麻雀やポーカーとは異なる特徴をもっている.しかしゲームAIの研究においてUNOは麻雀やポーカーほど研究されていない.このような背景から, 本研究ではUNOの強力なプレイヤAIを構築することを目的とする.そこで本研究はまずUNOの特徴を維持したまま単純化したゲームとしてminiUNOを考案した.そしてminiUNOプレイヤAIの構築に, 麻雀やポーカーなどの他の不完全情報ゲームで成果を上げている強化学習を利用した.さらにその構築したプレイヤAIを対戦によって評価, 考察した.","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"156","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"155","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T11:22:50.554294+00:00","created":"2025-01-19T01:29:18.292244+00:00","links":{},"id":229878}