David Russell

Adaptive approximation of dynamics gradients via interpolation to speed up trajectory optimisation

Trajectory optimisation methods for robotic motion planning often require the use of first order derivatives of the dynamics of the system with respect to the states and controls of the system. Particularly when multi-contact dynamics are present, these derivatives are often numerically approximated…