|
JAIST Repository >
b. 情報科学研究科・情報科学系 >
b11. 会議発表論文・発表資料等 >
b11-1. 会議発表論文・発表資料 >
このアイテムの引用には次の識別子を使用してください:
http://hdl.handle.net/10119/12996
|
| タイトル: | Estimation of player's preference for cooperative RPGs using multi-strategy Monte-Carlo method |
| 著者: | Sato, Naoyuki
Ikeda, Kokolo
Wada, Takayuki |
| キーワード: | Utility
Role Playing Game (RPG)
User's preference
Monte-Carlo Search
Entertaining Computer Player |
| 発行日: | 2015 |
| 出版者: | Institute of Electrical and Electronics Engineers (IEEE) |
| 誌名: | 2015 IEEE Conference on Computational Intelligence and Games (CIG) |
| 開始ページ: | 51 |
| 終了ページ: | 59 |
| DOI: | 10.1109/CIG.2015.7317935 |
| 抄録: | In many video games such as role playing games(RPGs) or sports games, computer players act not only as the opponents of the human player but also as team-mates. But computer players as team-mates often behave in a way that human players do not expect, and such mismatches cause bigger dissatisfaction than in the case of computer players as opponents. One of the reasons for such mismatches is that there are several types of sub-goals or play-styles in these games and the Ai players act without understanding the human player’s preference about them. The purpose of this study is to propose a method for developing computer team-mate players that estimate the sub-goal preferences of the team-mate human player and act according to these preferences. For this purpose, we modeled the preferences of sub-goals as a function and decided the most likely parameters by a multistrategy Monte-Carlo method, by referring to the past actions selected by the team-mate human player. Additionally, we evaluated the proposed method through two series of experiments, one by using artificial players with various sub-goal preferences and another one by using human players. The experiments showed that the proposed method can estimate their preferences after a few games, and can decrease the dissatisfaction of human players. |
| Rights: | This is the author's version of the work. Copyright (C) 2015 IEEE. 2015 IEEE Conference on Computational Intelligence and Games (CIG), 2015, 51-59. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
| URI: | http://hdl.handle.net/10119/12996 |
| 資料タイプ: | author |
| 出現コレクション: | b11-1. 会議発表論文・発表資料 (Conference Papers)
|
このアイテムのファイル:
| ファイル |
記述 |
サイズ | 形式 |
|---|
| 21680.pdf | | 827Kb | Adobe PDF | 見る/開く |
|
当システムに保管されているアイテムはすべて著作権により保護されています。
|
