Michiel Hermans

A Differentiable Physics Engine for Deep Learning in Robotics

One of the most important fields in robotics is the optimization of controllers. Currently, robots are often treated as a black box in this optimization process, which is the reason why derivative-free optimization methods such as evolutionary algorithms or reinforcement learning are omnipresent. Wh…