大貧民ゲームにおけるモンテカルロ法の基礎実験

URI http://harp.lib.hiroshima-u.ac.jp/hiroshima-cu/metadata/10440
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Title
大貧民ゲームにおけるモンテカルロ法の基礎実験
Title Alternative
Experiments of Monte Carlo methods in the Daihinmin game
Author
氏名 生田 真貴
ヨミ イクタ マサキ
別名 IKUTA Masaki
氏名 髙橋 健一
ヨミ タカハシ ケンイチ
別名 TAKAHASHI Kenichi
Abstract

This paper applies the Monte Carlo method to a multiplayer game with imperfect information and examines the effectiveness. The Monte Carlo method is employed for search, since multiplayer imperfect information games have enormous search space. The effectiveness of the Monte Carlo method depends on the strength of each player during play-out. In order to improve the ability of Monte Carlo methods, rule-based selection is added to random selection during play-out. Experiments are conducted to check whether the rule-based selection is effectives.

Journal Title
2012 IEEE SMC Hiroshima Chapter Young Researchers' Workshop Proceedings = 2012 IEEE SMC Hiroshima Chapter 若手研究会講演論文集
Spage
89
Epage
92
Published Date
2012-07
Publisher
IEEE SMC Hiroshima Chapter
Language
jpn
NIIType
Conference Paper
Text Version
著者版
Rights
©Copyright by IEEE SMC Hiroshima Chapter. 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.
Relation URL
Note

2012 IEEE SMC Hiroshima Chapter若手研究会, 2012年7月14日, 広島市立大学

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hiroshima-cu