Optimal control theory is a versatile tool that presents a route to significantly 
improving figures of merit for quantum information tasks. We combine it here with the 
geometric theory for local equivalence classes of two-qubit operations to derive an 
optimization algorithm that determines the best entangling two-qubit gate for a given 
physical setting. We demonstrate the power of this approach for trapped polar molecules 
and neutral atoms.