Linear Quadratic Regulator Problem (LQR)
Combining LQR paired with forward rollout step form basis for nonlinear tracjectory optimization methods.
Optimal Policy is always linear
Optimal cost to go is always quadratic
Same optimal policy as in the deterministic case. Total cost has increased but does not impact policy.
