Distributional Reinforcement Learning for Efficient Exploration

Borislav Mavrin, Shangtong Zhang, Hengshuai Yao +3

In distributional reinforcement learning (RL), the estimated distribution of value function models both the parametric and intrinsic uncertainties. We propose a novel and efficient…