Learning Adaptive Exploration Strategies in Dynamic Environments Through Informed Policy Regularization. - Pierre-Alexandre Kamienny; Matteo Pirotta; Alessandro Lazaric; Thibault Lavril; Nicolas Usunier; Ludovic Denoyer (CoRR, 2020)