Quantile-Coupled Flow Matching for Distributional Reinforcement Learning

Michael Groom, Victor-Alexandru Darvariu, Lars Kunze +2

Unlike standard expected-return Reinforcement Learning (RL), Distributional RL (DRL) models the full return distribution, making it better-suited for uncertainty-aware and risk-sen…