Lyapunov Stability

Finding control policies minimizing cumulative cost.

Optimizes future actions using a model of dynamics.

Optimal control for linear systems with quadratic cost.

Control that remains stable under model uncertainty.

Algorithm computing control actions.

Using output to adjust future inputs.

Classical controller balancing responsiveness and stability.

System returns to equilibrium after disturbance.