Single-Agent Optimization Through Policy Iteration Using Monte-Carlo Tree Search

Arta Seify, Michael Buro

The combination of Monte-Carlo Tree Search (MCTS) and deep reinforcement learning is state-of-the-art in two-player perfect-information games. In this paper, we describe a search a…