Learning Object Manipulation Skills from Video via Approximate Differentiable Physics

Vladimir Petrik, Mohammad Nomaan Qureshi, Josef Sivic +1

We aim to teach robots to perform simple object manipulation tasks by watching a single video demonstration. Towards this goal, we propose an optimization approach that outputs a c…