Convex Regularization in Monte-Carlo Tree Search

Tuan Dam, Carlo D'Eramo, Jan Peters +1

Monte-Carlo planning and Reinforcement Learning (RL) are essential to sequential decision making. The recent AlphaGo and AlphaZero algorithms have shown how to successfully combine…