{"created":"2025-01-19T01:34:04.098640+00:00","updated":"2025-01-19T10:16:36.526190+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00232921","sets":["1164:5305:11555:11556"]},"path":["11556"],"owner":"44499","recid":"232921","title":["複数種類の戦略を持つプレイヤが混在する不完全情報ゲームにおける相手プレイヤの推定にむけて"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-01"},"_buckets":{"deposit":"7ec1ff8a-4aa8-4931-bafe-ccbee0fb8508"},"_deposit":{"id":"232921","pid":{"type":"depid","value":"232921","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"複数種類の戦略を持つプレイヤが混在する不完全情報ゲームにおける相手プレイヤの推定にむけて","author_link":["631546","631547","631548","631545"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"複数種類の戦略を持つプレイヤが混在する不完全情報ゲームにおける相手プレイヤの推定にむけて"},{"subitem_title":"Towards estimation of opponent players in incomplete information games with multiple types of strategies","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2024-03-01","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"明治大学大学院"},{"subitem_text_value":"明治大学大学院"}]},"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/232921/files/IPSJ-GI24051033.pdf","label":"IPSJ-GI24051033.pdf"},"date":[{"dateType":"Available","dateValue":"2026-03-01"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-GI24051033.pdf","filesize":[{"value":"436.5 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":"18"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"a88c7cad-5c86-4189-8a12-116f51179732","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":"木島, 花蓮"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"横山, 大作"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Karen, Kijima","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Daisaku, Yokoyama","creatorNameLang":"en"}],"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":"本研究では，多様な戦略を有するプレイヤが混在する多人数不完全情報ゲームにおいて，各プレイヤの戦略を推定可能なエージェントの開発を目的とした．研究対象として，各プレイヤが陣営ごとに戦略をもって行動する，シャドウレイダーズ2 という不完全情報ゲームを用いた．深層強化学習を用いて，ゲーム環境と各プレイヤの行動から学習を行い，プレイヤの陣営や戦略を推定する手法を提案した．実験の結果，提案手法で陣営の差を推定することに成功したが，細かい戦略の違いについてはまだ課題が残ることも確認された．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"5","bibliographic_titles":[{"bibliographic_title":"研究報告ゲーム情報学（GI）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"33","bibliographicVolumeNumber":"2024-GI-51"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":232921,"links":{}}