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APPARATUS AND METHOD FOR RECOMMENDATION OF CURLING GAME STRATEGY USING DEEP LEARNING

机译:通过深度学习推荐卷曲游戏策略的装置和方法

摘要

An apparatus and a method for recommending a strategy of a curling game are provided. The apparatus for recommending a strategy of a curling game comprises: a memory storing a program for analyzing and recommending a curling game applying deep learning and an MCTS (Monte Carlo tree search) technique; and a processor for executing the program stored in the memory. The processor recognizes preset game situation information by recognizing an image photographing an on-going curling game since the program for analyzing and recommending a curling game is executed, builds a strategic recommendation model by learning the game situation information and data collected from record data for a plurality of previously performed curling games through the deep learning and the MCTS technique, and recommends one or more strategies corresponding to the recognized game situation information as predicted information through the strategy recommendation model.
机译:提供了一种用于推荐冰壶游戏策略的装置和方法。推荐冰壶比赛策略的装置包括:存储器,其存储用于应用深度学习和MCTS(蒙特卡洛树搜索)技术来分析和推荐冰壶比赛的程序的程序;处理器用于执行存储在存储器中的程序。自执行了用于分析和推荐冰壶游戏的程序以来,该处理器通过识别拍摄正在进行的冰壶游戏的图像来识别预设的游戏状况信息,并通过学习游戏状况信息和从记录数据中收集的数据来建立战略推荐模型,以获取历史数据。通过深度学习和MCTS技术进行多个先前执行的冰壶游戏,并通过策略推荐模型推荐与识别的游戏情况信息相对应的一个或多个策略作为预测信息。

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