{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00090398","sets":["1164:5305:7084:7085"]},"path":["7085"],"owner":"11","recid":"90398","title":["GGPにおける強さとバランスを両立したモンテカルロ木探索の方策の学習"],"pubdate":{"attribute_name":"公開日","attribute_value":"2013-02-25"},"_buckets":{"deposit":"c7110923-5e6e-41b4-9621-0f1d4325fe09"},"_deposit":{"id":"90398","pid":{"type":"depid","value":"90398","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"GGPにおける強さとバランスを両立したモンテカルロ木探索の方策の学習","author_link":["0","0"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"GGPにおける強さとバランスを両立したモンテカルロ木探索の方策の学習"},{"subitem_title":"Learning Strong And Balanced Policies for Monte-Carlo Tree Search in GGP","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"モンテカルロ木探索","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2013-02-25","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"東京大学工学部電子情報工学科"},{"subitem_text_value":"東京大学大学院工学系研究科"},{"subitem_text_value":"マンチェスター大学コンピュータ科学科"},{"subitem_text_value":"東京大学大学院工学系研究科"},{"subitem_text_value":"東京大学大学院工学系研究科"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Department of Infomatics and Communication Engineering, The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"School of Computer Science, The University of Manchester","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, The University of Tokyo","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/90398/files/IPSJ-GI13029003.pdf"},"date":[{"dateType":"Available","dateValue":"2015-02-25"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-GI13029003.pdf","filesize":[{"value":"619.1 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":"18"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"34147f11-7ec7-4462-b3d1-d5f9c97500fc","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2013 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"藤田, 康博"},{"creatorName":"浦, 晃"},{"creatorName":"三輪, 誠"},{"creatorName":"鶴岡, 慶雅"},{"creatorName":"近山, 隆"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Fujita, Yasuhiro","creatorNameLang":"en"},{"creatorName":"Ura, Akira","creatorNameLang":"en"},{"creatorName":"Miwa, Makoto","creatorNameLang":"en"},{"creatorName":"Tsuruoka, Yoshimasa","creatorNameLang":"en"},{"creatorName":"Chikayama, Takashi","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_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"General Game Playing (GGP)は形式的に表現されたゲームルールを解釈することで、幅広い未知のゲームをうまくプレイできるプログラムを実現する試みである。GGPにおいてはモンテカルロ木探索が近年成功を収めているが、そのシミュレーション方策をどのように学習すべきかには未知の部分が多い．本研究ではGGPの枠組みにおいて，方策の「強さ」とバランスという性質に関し着目し，既存の学習手法を組み合わせることで「強さ」とバランスを両立を目指す新たな学習手法を提案する．新たな学習手法は一部のゲームにおいて既存手法よりよい性能を示した．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"General Game Playing (GGP) is an approach to building a program which can play various games well by interpreting the formal descriptions of their rules. Monte-Carlo tree search has recently been successfully applied in GGP, but it is still largely unknown how the simulation policies should be learned. In this paper, we focus on the strength and balance of policies and propose a new learning method for acquiring policies that are ”strong” and balanced. The experimental results show that the new method performs better than existing methods in some games.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"研究報告ゲーム情報学（GI）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2013-02-25","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"3","bibliographicVolumeNumber":"2013-GI-29"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"updated":"2025-01-21T16:03:14.636806+00:00","created":"2025-01-18T23:39:59.170413+00:00","links":{},"id":90398}