A Cramér Distance perspective on Quantile Regression based Distributional Reinforcement Learning

Alix Lhéritier, Nicolas Bondoux

Distributional reinforcement learning (DRL) extends the value-based approach by approximating the full distribution over future returns instead of the mean only, providing a richer…