In summary, this review provides a comprehensive overview of how AI has progressed in various fields of chemistry and aims to provide insight into its future directions for scholarly audiences.Now that finally enough has been explained about the theory of games, I want to state the fact in simple words that it is actually possible to produce chemical compounds using artificial intelligence and good strategies such as game theory and selection theory. Easier and faster.The main thing that should be noted is that with this method, reaching the final answer, especially in the production of pharmaceutical products, is much simpler, more accurate, and faster.