Learning Transferable Friction Models and LuGre Identification Via Physics-Informed Neural Networks

Asutay Ozmen, João P. Hespanha, Katie Byl

Accurately modeling friction in robotics remains a core challenge, as robotics simulators like MuJoCo and PyBullet use simplified friction models or heuristics to balance computati…