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vBattle: A new Framework to Simulate Medium-Scale Battles in Individual-per-Individual Basis

机译:战斗:以个人单独的基础模拟中型战斗​​的新框架

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Strategy games such as Warcraft or UFO franchises or RPG games like Never Winter Nights or Baldur Gate are successful blockbusters in video game industry. These games are based on battles simulated individual per individual. These type of games is a very interesting scenario to develop multilevel strategies or emergent behavior in multiagent systems. This paper presents a new computational intelligence framework, named VBATTLE, for the evaluation of learning strategies in video games. The framework simulates a battle game in which two or more contenders are fighting in units with a high-detail individual-per-individual resolution. This simulation considers aspects of (1) actions parameters (action time, exhaustion consumption), (2) non-deterministic action resolution, (3) hierarchical intelligence (individual vs. unit strategies), and (4) scenario interaction. The VBATTLE framework is designed to have both a 3D visual representation of executions (either on-line or post-mortem visualization) as well as a server-based engine to perform learning tasks. This contribution presents the design principles of VBATTLE framework, its objectives, the possible applications for developing computational intelligence algorithms. In addition, preliminary results using a limited version of the framework are also presented.
机译:魔兽争霸或UFO特许经营或RPG游戏等策略游戏,如从不冬夜或哈尔德尔门是视频游戏行业的成功块。这些游戏基于每个人模拟个体的战斗。这些类型的游戏是一种非常有趣的方案,可以在多级系统中开发多级策略或紧急行为。本文提出了一个新的计算智能框架,名为VBORT,用于评估视频游戏中的学习策略。该框架模拟了一个战斗游戏,其中两个或更多的竞争者以具有高细节的单位的单位分辨率为单位而战。该模拟考虑(1)动作参数(动作时间,耗尽),(2)非确定性行动分辨率,(3)分层智能(单个与单位策略)和(4)方案交互的方面。 Vbattle框架旨在具有执行的3D视觉表示(在线或验证可视化)以及基于服务器的引擎来执行学习任务。这一贡献提出了Vbattle框架的设计原则,其目标,开发计算智能算法的可能应用。此外,还呈现了使用有限版本的框架的初步结果。

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