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Building Connect6 opening by using the Monte Carlo tree search

机译:使用Monte Carlo树搜索建立Connect6开口

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An opening book is an important part in most game-playing computer programs. The purpose of the research aims to construct an Opening-Book system of Connect6 game. In this study, it develops a real system that can apply Opening-Book system of Connect6 to Kavalan. However, the method in which constructed the system is not by profession's domain knowledge, and it is constructed by numerous end games. The study collects various end games to construct positions of opening book from public competitions, including self-games. The study incorporates the previous results into the design of the tree structure of Connect6 opening: the research of Bitboard design and bitwise computing of Connect6, revised algorithm of MCTS to fit the property of sudden-death, and the experience of software development of Connect6 game. It plays an important role of developing Connect6 opening to combine the building of Opening-Book system and the search algorithm of Connect6. In addition, it can show the overall efficiency only if the search algorithm and Connect6 opening are perfect match. Hence, two methods balance the advantage and disadvantage to achieve the greatest accomplishment. The study has finished the analysis of Connect6 board and the design of Connect6 opening. Besides, it also finished the development of the Opening-Book system of Connect6 game, and attached it to the MCTS of Connect6. With the increasing of positions saving in the Connect6 opening, Kavalan already greatly reducing the time spent on opening-game. Therefore, the results of the research greatly enhance the search efficiency of Kavalan.
机译:在大多数可玩游戏的计算机程序中,一本开篇是重要的部分。本研究的目的是构建Connect6游戏的Opening-Book系统。在这项研究中,它开发了一个可以将Connect6的Opening-Book系统应用于Kavalan的真实系统。但是,构建系统的方法不是由专业领域的知识来完成的,而是由众多的终端游戏来构建的。该研究收集了各种终端游戏,以构建包括自游戏在内的公开比赛的开幕书的位置。该研究将先前的结果纳入了Connect6开口树结构的设计中:Connect6的位板设计和按位计算的研究,适合突发性的MCTS修改算法以及Connect6游戏的软件开发经验。将OpeningBook系统的构建与Connect6的搜索算法相结合,在开发Connect6开放方面扮演着重要的角色。此外,只有在搜索算法和Connect6打开完全匹配的情况下,它才能显示总体效率。因此,两种方法可以平衡优点和缺点来实现最大的成就。该研究完成了对Connect6板的分析和Connect6开口的设计。此外,它还完成了Connect6游戏的Opening-Book系统的开发,并将其附加到Connect6的MCTS中。随着Connect6开幕式中节省的位置增加,Kavalan已经大大减少了在开幕式上花费的时间。因此,研究结果大大提高了Kavalan的搜索效率。

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