Model-Based Learning of Whittle indices

Joël Charles-Rebuffé, Nicolas Gast, Bruno Gaujal

We present BLINQ, a new model-based algorithm that learns the Whittle indices of an indexable, communicating and unichain Markov Decision Process (MDP). Our approach relies on buil…