Tomasz Tajmajer

Improving Hearthstone AI by Combining MCTS and Supervised Learning Algorithms

2018 · arXiv (Cornell University)

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 popular video game Hearthstone: Heroes of Warcraft. We …