Learning-based control

edX MOOC / Non-credit USD 99
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Learning-based control

About this course

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
  • develop solutions for autonomous systems

Skills you'll gain

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