Reinforcement Learning and Stochastic Optimization

REINFORCEMENT LEARNING AND STOCHASTIC OPTIMIZATION

Clearing the jungle of stochastic optimization

Sequential decision problems, which consist of “decision, information, decision, information,” are ubiquitous, spanning virtually every human activity ranging from business applications, health (personal and public health, and medical decision making), energy, the sciences, all fields of engineering,...