{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00214972","sets":["6504:10735:10808"]},"path":["10808"],"owner":"44499","recid":"214972","title":["生存行動再現に関する強化学習アルゴリズムの考察"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-04"},"_buckets":{"deposit":"32d15fdc-b121-41a8-b0e3-0672e6bcf51f"},"_deposit":{"id":"214972","pid":{"type":"depid","value":"214972","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"生存行動再現に関する強化学習アルゴリズムの考察","author_link":["553250","553251"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"生存行動再現に関する強化学習アルゴリズムの考察"}]},"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":"2021-03-04","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":"岡山理大"},{"subitem_text_value":"岡山理大"}]},"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/214972/files/IPSJ-Z83-1Q-02.pdf","label":"IPSJ-Z83-1Q-02.pdf"},"date":[{"dateType":"Available","dateValue":"2021-12-28"}],"format":"application/pdf","filename":"IPSJ-Z83-1Q-02.pdf","filesize":[{"value":"201.9 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"58be631e-56fd-4742-905f-8e81beb3e8d2","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"西垣, 祐紀"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"河野, 敏行"}],"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":"本研究では，生物を取り巻く単純な三次元の環境を用意し，その環境下で生物が生存のために行う捕食行動と外敵から逃げる退避行動を強化学習アルゴリズムによって獲得するかどうかの考察を行う環境はUnreal Engineで作成を行い，強化学習アルゴリズムとしてDQNを拡張したNormalized Advantage FunctionやRecurrent Experience ReplayなどをTensorFlowによって作成を行った．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"342","bibliographic_titles":[{"bibliographic_title":"第83回全国大会講演論文集"}],"bibliographicPageStart":"341","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-04","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":214972,"updated":"2025-01-19T16:22:50.182015+00:00","links":{},"created":"2025-01-19T01:15:45.652533+00:00"}