Mapless Humanoid Navigation Using Learned Latent Dynamics

Andre Brandenburger, Diego Rodriguez, Sven Behnke

In this paper, we propose a novel Deep Reinforcement Learning approach to address the mapless navigation problem, in which the locomotion actions of a humanoid robot are taken onli…