Know your Enemy: Investigating Monte-Carlo Tree Search with Opponent Models in Pommerman

Jannis Weil, Johannes Czech, Tobias Meuser +1

In combination with Reinforcement Learning, Monte-Carlo Tree Search has shown to outperform human grandmasters in games such as Chess, Shogi and Go with little to no prior domain k…