Balancing MCTS by Dynamically Adjusting the Komi Value
P Baudis · ICGA Journal · 2011
Monte-Carlo Tree Search tends to produce unstable and unreasonable results in the game of Go when used in positions with an extreme advantage or disadvantage. This is due to a poor move selection because of the low signal-to-noise ratio. Notably, it