Infinite-horizon differentiable Model Predictive Control

This paper proposes a differentiable linear quadratic Model Predictive Control (MPC) framework for safe imitation learning. The infinite-horizon cost is enforced using a terminal cost function obtained from the discrete-time algebraic Riccati equation (DARE), so that the learned controller can be pr...

Повний опис

Бібліографічні деталі
Автори: East, S, Gallieri, M, Masci, J, Koutnik, J, Cannon, M
Формат: Conference item
Мова:English
Опубліковано: ICLR 2020