Foundations of AI and ML

Content

Lisam

Course materials

Section

Board Games: Monte-Carlo Tree Search

Monte-Carlo Tree Search

Lecture slides are available here.

MCTS: Properties

Which of the following statements are correct?

Like Minimax search, MCTS visits every game state exactly once

MCTS only works in combination with neural networks

MCTS is guaranteed to find the optimal move for the given game state

MCTS can be used for many search problems, not only games

Linköping University
Department of Computer and Information Science

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