3/11/2024 0 Comments Gomoku c source codeIn this paper, our goal is to develop analytic studies of MCTS to build a more fundamental understanding of the algorithms and their applicability in complex AI problems. So far there are very few analytic studies in the literature. ![]() Researchers thus expect that MCTS can be applied to other complex AI problems where domain-specific expert-level knowledge is not yet available. What makes MCTS particularly attractive is that it only understands the basic rules of the game and does not rely on expert-level knowledge. ![]() Monte Carlo Tree Search (MCTS) is one of the key AI techniques developed recently that enabled AlphaGo to defeat a legendary professional Go player. Teaching computer programs to play games through machine learning has been an important way to achieve better artificial intelligence (AI) in a variety of real-world applications.
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