DRL-VO: Learning to Navigate Through Crowded Dynamic Scenes Using Velocity Obstacles

Zhanteng Xie, Philip Dames

This paper proposes a novel learning-based control policy with strong generalizability to new environments that enables a mobile robot to navigate autonomously through spaces fille…