Stochastic Optimization and Reinforcement Learning

3 credits · Maîtrise en gestion (M. Sc.)

This course presents a unified framework for decision-making over a planning horizon in an uncertain environment, focusing on stochastic optimization techniques. Several classes of such problems are studied, together with the corresponding solution methods. Each of the classes of problems is motivated and illustrated using real applications of business analytics.