Jérôme Parent-Lévesque

gradSim: Differentiable simulation for system identification and visuomotor control

In this paper, we tackle the problem of estimating object physical properties such as mass, friction, and elasticity directly from video sequences. Such a system identification problem is fundamentally ill-posed due to the loss of information during image formation. Current best solutions to the pro…