Amortized Nonlinear Model Predictive Control
Learning the parameters of a small state-dependent QP to replace the online NLP in NMPC.
Learning the parameters of a small state-dependent QP to replace the online NLP in NMPC.
Using JAX to differentiate through a closed-loop simulation and gradient-descent the PID gains directly — no manual tuning, no heuristics.