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cs.AI2016
Asymmetric Move Selection Strategies in Monte-Carlo Tree Search: Minimizing the Simple Regret at Max Nodes
Yun-Ching Liu, Yoshimasa Tsuruoka
The combination of multi-armed bandit (MAB) algorithms with Monte-Carlo tree search (MCTS) has made a significant impact in various research fields. The UCT algorithm, which combin…
cs.AI2015
Adapting Improved Upper Confidence Bounds for Monte-Carlo Tree Search
Yun-Ching Liu, Yoshimasa Tsuruoka
The UCT algorithm, which combines the UCB algorithm and Monte-Carlo Tree Search (MCTS), is currently the most widely used variant of MCTS. Recently, a number of investigations into…