The Entropy of Artificial Intelligence and a Case Study of AlphaZero from Shannon's Perspective

Bo Zhang, Bin Chen, Jin-lin Peng

The recently released AlphaZero algorithm achieves superhuman performance in the games of chess, shogi and Go, which raises two open questions. Firstly, as there is a finite number…