Differentiable Simulation of Hard Contacts with Soft Gradients for Learning and Control

Anselm Paulus, A. René Geist, Pierre Schumacher +3

Contact forces introduce discontinuities into robot dynamics that severely limit the use of simulators for gradient-based optimization. Penalty-based simulators such as MuJoCo, sof…