Analysis of Hyper-Parameters for Small Games: Iterations or Epochs in Self-Play?

Hui Wang, Michael Emmerich, Mike Preuss +1

The landmark achievements of AlphaGo Zero have created great research interest into self-play in reinforcement learning. In self-play, Monte Carlo Tree Search is used to train a de…