Echoes of Socratic Doubt: Embracing Uncertainty in Calibrated Evidential Reinforcement Learning

Alex Christopher Stutts, Danilo Erricolo, Theja Tulabandhula +1

We present a novel statistical approach to incorporating uncertainty awareness in model-free distributional reinforcement learning involving quantile regression-based deep Q networ…