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MAI4CAREU - Machine Learning: Introduction to Reinforcement Learning

MAI4CAREU - Machine Learning: Introduction to Reinforcement Learning

The University of Cyprus's MSc Artificial Intelligence is part of the Master programmes in Artificial Intelligence 4 Careers in Europe (MAI4CAREU). One of Master's programme's courses, MAI612 - Machine Learning is split up into several lectures. Taught by Vassilis Vassiliades, PhD, the sixteenth lecture of the MAI612 - Machine Learning course focuses on an Introduction to Reinforcement Learning.

Learning outcomes

The lecture will begin with a brief revision of content from previous lecture. Then, using case study examples, visuals to accompany theoretical concepts, participants will understand:

  • What reinforcement learning (RL) is and how it differs from other types of machine learning
  • How to formalise the RL problem
  • The different agent components and agent categories
  • The different applications of RL

In addition, the lecture will provide students with resources for further information on Reinforcement Learning. 

Learning content

Target audience
Digital skills for ICT professionals and other digital experts.
Digital skills in education.
Digital skill level
Geographic scope - Country
Austria
Belgium
Bulgaria
Cyprus