Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

https://arxiv.org/abs/1712.01815

AlphaZero: superhuman chess, shogi, and Go within 24 hours from random play given only the rules; beat a world-champion program in each game.

Self-play planning with learned models (AlphaZero, MuZero, Dreamer)