Abstract
Thanks to the rapid development of high-performance computing equipment and pattern recognition technology, artificial intelligence technology has gradually matured in recent years and is widely used in many fields. Due to its potentially huge economic value, AI-based game production has attracted a lot of research attention from academia and industry in recent years. AI has progressed from using simple rules to playing a variety of games, and it has proven to be a formidable opponent, defeating human champions in some instances. This paper provides an overview of the algorithms used in different games and highlights the power of AI demonstrated in chess games. However, despite its successes, there are still some problems that exist. This paper concludes by discussing possible solutions to these issues.
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