Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies?

Céline Hocquette, Stephen H. Muggleton

World-class human players have been outperformed in a number of complex two person games (Go, Chess, Checkers) by Deep Reinforcement Learning systems. However, owing to tractabilit…