Robot navigation in crowds via deep reinforcement learning with modeling of obstacle uni-action

Xiaojun Lu, Hanwool Woo, Angela Faragasso, Atsushi Yamashita, Hajime Asama

Abstract: Mobile robots operating in public environments require the ability to navigate among humans and obstacles in a socially compliant and safe manner. Previous work has shown the power of deep reinforc...