Shreyas Arora

Feedback Linearization for Uncertain Systems via Reinforcement Learning

We present a novel approach to control design for nonlinear systems which leverages model-free policy optimization techniques to learn a linearizing controller for a physical plant with unknown dynamics. Feedback linearization is a technique from nonlinear control which renders the input-output dyna…