The course introduces students to the fundamentals of reinforcement learning (RL), its core challenges and consolidated approaches from literature. The course also covers recent reinforcement learning models that combine RL with deep learning techniques.
This is a 3CFU/ECTS course offered in Academic Year 2020/21 to M.Sc. Students of the AI Curriculum (recognition as 3 Free-choice CFU) and Ph.D. student of Computer Science Ph.D., Data Science Ph.D. and related subjects.
Course material is hosted on this Moodle.
Reinforcement learning lectures have been now integrated as part of the Intelligent Systems for Pattern Recognition course starting from Academic Year 2021/22.