Improving Hearthstone AI by Combining MCTS and Supervised Learning Algorithms

Maciej Świechowski, Tomasz Tajmajer, Andrzej Janusz

We investigate the impact of supervised prediction models on the strength and efficiency of artificial agents that use the Monte-Carlo Tree Search (MCTS) algorithm to play a popula…