Critic-Driven Voronoi-Quantization for Distilling Deep RL Policies to Explainable Models

Senne Deproost, Denis Steckelmacher, Ann Nowé

Despite many successful attempts at explaining Deep Reinforcement Learning policies using distillation, it remains difficult to balance the performance-interpretability trade-off a…