Mapless Navigation among Dynamics with Social-safety-awareness: a reinforcement learning approach from 2D laser scans

Jun Jin, Nhat M. Nguyen, Nazmus Sakib +3

We propose a method to tackle the problem of mapless collision-avoidance navigation where humans are present using 2D laser scans. Our proposed method uses ego-safety to measure co…