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Recently, there has been much interest in real-time game AI but it has suffered from short response time with uncountable game complexity. If a forward model is available, the Monte-Carlo Tree Search (MCTS) can also be used for the real-time video games. For example, MCTS has dominated the winning entries in the Fighting game AI competitions. However, because of the response time limitation, their...
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