Evolutionary game design automated game design comes of age
Evolutionary game design automated game design comes of age
复制标题
进化游戏设计自动化游戏设计时代已经到来
DOI：
10.1145/2597453.2597454
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发表时间：
2014
期刊：
影响因子：
--
通讯作者：
Browne C
中科院分区：
文献类型：
--
作者：
Browne C
“Humies”奖是与遗传与进化计算会议（GECCO）联合举办的年度竞赛，奖金总额为10,000美元，奖励给前一年发表的任何形式的进化计算产生的最具人类竞争力的结果。本文介绍了2012年“Humies”比赛的金牌参赛作品，该作品基于LUDI系统来玩、评估和创造新的棋盘游戏。LUDI能够在不断发展的新型棋盘游戏中展示人类竞争的结果，这些游戏已经被商业发行，其中之一的《Yavalath》已被列为有史以来发明的抽象棋盘游戏的前2.5%。人类竞争力的进一步证据体现在进化游戏中，这些游戏含蓄地抓住了优秀游戏设计的若干原则，至少在一个案例中超越了人类设计师，并继续激发出一种新的游戏子类型。
The "Humies" awards are an annual competition held in conjunction with the Genetic and Evolutionary Computation Conference (GECCO), in which cash prizes totalling $10,000 are awarded to the most human-competitive results produced by any form of evolutionary computation published in the previous year. This article describes the gold medal-winning entry from the 2012 "Humies" competition, based on the LUDI system for playing, evaluating and creating new board games. LUDI was able to demonstrate human-competitive results in evolving novel board games that have gone on to be commercially published, one of which, Yavalath, has been ranked in the top 2.5% of abstract board games ever invented. Further evidence of human-competitiveness was demonstrated in the evolved games implicitly capturing several principles of good game design, outperforming human designers in at least one case, and going on to inspire a new sub-genre of games.