This MOOC introduces learning-based control (LBC): the use of machine learning in the design or operation of control systems. Participants will build a solid foundation in control, relevant machine learning methods, and modern LBC approaches. By combining control theory with data-driven learning, LBC provides an important basis for autonomous systems such as robots, vehicles, and other intelligent machines.
What you'll learn
understand the principles of control theory
apply machine learning methods to control system design
explore modern approaches to learning-based control