Manipulating the Distributions of Experience used for Self-Play Learning in Expert Iteration

Dennis J. N. J. Soemers, Éric Piette, Matthew Stephenson +1

Expert Iteration (ExIt) is an effective framework for learning game-playing policies from self-play. ExIt involves training a policy to mimic the search behaviour of a tree search…