Regularized Q-learning through Robust Averaging

Peter Schmitt-Förster, Tobias Sutter

We propose a new Q-learning variant, called 2RA Q-learning, that addresses some weaknesses of existing Q-learning methods in a principled manner. One such weakness is an underlying…