Course Information

Course Code:
Course Number:
Code Course Name Language Type
VBA 441E Reinforcement Learning English Elective
Local Credits ECTS Theoretical Tutorial Laboratory
3 4 3 0 0
Course Prerequisites and Class Restriction
Prerequisites VBA 224E MIN DD
Class Restriction None
Course Description
This course provides an introduction to some of the foundational ideas of reinforcement learning, including Markov decision processes, value functions, Monte Carlo estimation, dynamic programming, temporal difference learning, eligibility traces, and function approximation. However, we will also cover additional material drawn from the latest deep Reinforcement Learning literature. Programming assignments and projects will require implementing and testing these techniques for various problems.

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