{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00221952","sets":["6504:11035:11039"]},"path":["11039"],"owner":"44499","recid":"221952","title":["Study for the exploration-exploitation strategy of human based on restless two-armed bandit task"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-02-17"},"_buckets":{"deposit":"209b9584-efda-4da8-a954-e3282012bae0"},"_deposit":{"id":"221952","pid":{"type":"depid","value":"221952","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"Study for the exploration-exploitation strategy of human based on restless two-armed bandit task","author_link":["581344","581347","581345","581346","581343","581348"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Study for the exploration-exploitation strategy of human based on restless two-armed bandit task"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"コンピュータと人間社会","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2022-02-17","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"奈良先端大"},{"subitem_text_value":"奈良先端大"},{"subitem_text_value":"奈良先端大"},{"subitem_text_value":"奈良先端大"},{"subitem_text_value":"名大"},{"subitem_text_value":"産総研"}]},"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/221952/files/IPSJ-Z84-2ZM-07.pdf","label":"IPSJ-Z84-2ZM-07.pdf"},"date":[{"dateType":"Available","dateValue":"2022-10-22"}],"format":"application/pdf","filename":"IPSJ-Z84-2ZM-07.pdf","filesize":[{"value":"127.3 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"3afbc4fc-bbb4-41a2-a049-2dbf0f4cbf90","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"田, 家興"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"池田, 和司"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"吉本, 潤一郎"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"日永田, 智絵"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大平, 英樹"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"木村, 健太"}],"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":"Studying human decision-making mechanisms and modeling them can understand and predict decision-making behaviors. The core problem in our unstable environment is the exploration-exploitation dilemma, and we divide the decision-making models into two parts: （a） value function through reward; （b） strategies balance the exploitation and exploration process based on the value function. We investigate decision-making in a restless two-armed bandit task and use multiple methods for each part to fit the dataset. We use AIC and BIC to evaluate the best method and find that the exploration-exploitation tradeoff parameters can better classify the human choice patterns.","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"998","bibliographic_titles":[{"bibliographic_title":"第84回全国大会講演論文集"}],"bibliographicPageStart":"997","bibliographicIssueDates":{"bibliographicIssueDate":"2022-02-17","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2022"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":221952,"updated":"2025-01-19T13:56:46.759181+00:00","links":{},"created":"2025-01-19T01:21:56.028059+00:00"}