書誌事項
- タイトル別名
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- Experimental Investigation of Human Adaptation to Change in Agent's Strategy through a Competitive Two-Player Game
抄録
We conducted an experimental investigation on human adaptation to change in an agent's strategy through a competitive two-player game. Modeling the process of human adaptation to agents is important for designing intelligent interface agents and adaptive user interfaces that learn a user's preferences and behavior strategy. However, few studies on human adaptation to such an agent have been done. We propose a human adaptation model for a two-player game. We prepared an on-line experimental system in which a participant and an agent play a repeated penny-matching game with a bonus round. We then conducted experiments in which different opponent agents (human or robot) change their strategy during the game. The experimental results indicated that, as expected, there is an adaptation phase when a human is confronted with a change in the opponent agent's strategy, and adaptation is faster when a human is competing with robot than with another human.
収録刊行物
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- 人工知能学会論文誌
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人工知能学会論文誌 27 (2), 73-81, 2012
一般社団法人 人工知能学会
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詳細情報 詳細情報について
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- CRID
- 1390282680085532288
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- NII論文ID
- 130001878748
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- BIBCODE
- 2012TJSAI..27...73T
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- ISSN
- 13468030
- 13460714
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- Crossref
- CiNii Articles
- KAKEN
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- 抄録ライセンスフラグ
- 使用不可