{"created":"2025-01-19T01:18:00.710811+00:00","updated":"2025-01-19T15:28:01.506507+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00217521","sets":["1164:5305:10889:10890"]},"path":["10890"],"owner":"44499","recid":"217521","title":["スパコンにおけるPPOの性能評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-03-11"},"_buckets":{"deposit":"171c821d-7744-498d-8ead-26c05da5a6cc"},"_deposit":{"id":"217521","pid":{"type":"depid","value":"217521","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"スパコンにおけるPPOの性能評価","author_link":["563741","563743","563744","563742"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"スパコンにおけるPPOの性能評価"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"強化学習","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2022-03-11","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"名古屋大学大学院情報学研究科"},{"subitem_text_value":"名古屋大学情報基盤センター"},{"subitem_text_value":"名古屋大学情報基盤センター"},{"subitem_text_value":"名古屋大学情報基盤センター"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Informatics, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Information Technology Center, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Information Technology Center, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Information Technology Center, Nagoya University","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/217521/files/IPSJ-GI22047018.pdf","label":"IPSJ-GI22047018.pdf"},"date":[{"dateType":"Available","dateValue":"2024-03-11"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-GI22047018.pdf","filesize":[{"value":"1.2 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"18"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"f3bd2b20-c726-479e-97e5-f77f93e64b59","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"桑村, 佳佑"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大島, 聡史"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"片桐, 孝洋"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"永井, 亨"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11362144","subitem_source_identifier_type":"NCID"}]},"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":"2188-8736","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"機械学習手法の一つである強化学習を実空間やビデオゲームなどに用いる研究が注目を集めている．強化学習ではエージェントがいかに効率的に経験サンプルを集められるかが重要となる．本稿では強化学習アルゴリズムの評価のためのシミュレーション環境の一つである Slime Volleyball Gym Environment を強化学習アルゴリズム PPO によって学習し，得られたモデルの性能評価を行った．実験環境として名古屋大学情報基盤センターに設置されたスーパーコンピュータ「不老」を使用し，モデルの性能と学習時間の関係についても評価を行った．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告ゲーム情報学（GI）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2022-03-11","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"18","bibliographicVolumeNumber":"2022-GI-47"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":217521,"links":{}}