Curiosity-driven Exploration for Mapless Navigation with Deep Reinforcement Learning

Oleksii Zhelo, Jingwei Zhang, Lei Tai +2

This paper investigates exploration strategies of Deep Reinforcement Learning (DRL) methods to learn navigation policies for mobile robots. In particular, we augment the normal ext…