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https://hdl.handle.net/10119/12992
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| Title: | A Platform for Turn-Based Strategy Games, with a Comparison of Monte-Carlo Algorithms |
| Authors: | Fujiki, Tsubasa
Ikeda, Kokolo
Viennot, Simon |
| Keywords: | Turn Based Strategy
Monte Carlo Search
Depth Limited
Game Research Platform |
| Issue Date: | 2015 |
| Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
| Magazine name: | 2015 IEEE Conference on Computational Intelligence and Games (CIG) |
| Start page: | 407 |
| End page: | 414 |
| DOI: | 10.1109/CIG.2015.7317962 |
| Abstract: | A lot of research has been done on classical games such as Chess or Shogi, but not so much on more recent games such as turn-based strategy games, where the players can move multiple pieces at each turn. In this paper, we analyze the game components found in most strategy games, and propose a set of simple rules that could be used as a standard game for research on turn-based strategy games. We have implemented these rules in an open platform, and in the second part of the paper we compare four different Monte-Carlo search algorithms with this platform. Especially, we show the importance of distinguishing and handling differently tactical moves and attacking moves. |
| Rights: | This is the author's version of the work. Copyright (C) 2015 IEEE. 2015 IEEE Conference on Computational Intelligence and Games (CIG), 2015, 407-414. 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: | https://hdl.handle.net/10119/12992 |
| Material Type: | author |
| Appears in Collections: | b11-1. 会議発表論文・発表資料 (Conference Papers)
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| 21679.pdf | | 385Kb | Adobe PDF | View/Open |
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