MCTS enhancements such as MAST, NST, GRAVE, Score Bounded MCTS, and PN-MCTS can provide extra, knowledge-free data for explaining MCTS decisions, illustrated with examples in the Ludii system.
Towards explainable MCTS,
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Towards Explaining Monte-Carlo Tree Search by Using Its Enhancements
MCTS enhancements such as MAST, NST, GRAVE, Score Bounded MCTS, and PN-MCTS can provide extra, knowledge-free data for explaining MCTS decisions, illustrated with examples in the Ludii system.