Modern techniques for dynamic control of chaotic systems are introduced. The problem of controlling chaos is addressed in the same conceptual framework as proposed by Ott, Grebogi and Yorke. However, the novelty here is the introduction of LQ and H-infinity techniques to address the problem. These techniques have been tested on representative systems, specifically the Logistic Map.