Kyungsik Park

Deep Reinforcement Learning of Navigation in a Complex and Crowded Environment with a Limited Field of View

Mobile robots are required to navigate freely in a complex and crowded environment in order to provide services to humans. For this navigation ability, deep reinforcement learning (DRL)-based methods are gaining increasing attentions. However, existing DRL methods require a wide field of view (FOV),…