Mathematics, Machine Learning, Reinforcement Learning, Optimization.
along with certain variables called the Lagrange Multipliers. This function allows us to perform derivative tests (common in unconstraint settings) to a constrained one. The Lagrangian for the system above is: Lagrangian The lambda ≥ 0 above comes from the Karush Khun Tucker(KKT) Conditions. It is