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Video game AI aims at generating an intelligent game opponent which is to compete with player, so game AI design plays an important role in the development of game. Nowadays, most of the game AI is implemented by FSM. But this mechanism has some drawbacks, so we need a mechanism to design game AI automatically instead of FSM. The process of automatic game AI design by UCT is introduced in this paper...
The goal for Artificial Intelligent (AI) in modern video game field is about creating AI that is challengeable and interesting. This paper aims at implementing a method in which AI is controlled by Monte-Carlo Tree Search (MCTS) instead of Finite State Machine (FSM). Regarding as an automatic AI design, NPC controlled by MCTS outperforms FSM-controlled-NPC in mainly three aspects. We predict that,...
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