Stephen Guy

NH-TTC: A gradient-based framework for generalized anticipatory collision avoidance

We propose NH-TTC, a general method for fast, anticipatory collision avoidance for autonomous robots with arbitrary equations of motions. Our approach exploits implicit differentiation and subgradient descent to locally optimize the non-convex and non-smooth cost functions that arise from pl…