2 papers
cs.AI2018
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…
cs.AI2017
Helping AI to Play Hearthstone: AAIA'17 Data Mining Challenge
Andrzej Janusz, Maciej Świechowski, Tomasz Tajmajer
This paper summarizes the AAIA'17 Data Mining Challenge: Helping AI to Play Hearthstone which was held between March 23, and May 15, 2017 at the Knowledge Pit platform. We briefly…