Value function approximation and Monte-Carlo sampling (time permitting) Materials. Warren B. Powell; Approximate Dynamic Programming: Solving the Courses of Dimensionality; John Wiley & Sons, 2007.

Programming Background: The course involves solving programming assignments in Python. You must be comfortable with Python programming. This includes basic control structures in Python: conditional ...