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Course Prefix: CSE   Course #: 546   Keywords: null   showing 1 to 1 of ~1

CSE 546LEC Reinforcement Learning


This course is intended for students interested in artificial intelligence. Reinforcement learning is an area of machine learning where an agent learns how to behave in an environment by performing actions and assessing the results. Reinforcement learning is how Google DeepMind created the AlphaGo system that beat a high-ranking Go player and how AlphaStar become the first artificially intelligent system to defeat a top professional player in StarCraft II. We will study the fundamentals and practical applications of reinforcement learning and will cover the latest methods used to create agents that can solve a variety of complex tasks, with applications ranging from gaming to finance to robotics. The course is comprised of assignments, short weekly quizzes, a final project and a final exam.

Credits: 3
Grading: Graded (GRD)
Typically Offered: Varies
Corequisites: CSE 574 or CSE 555 or CSE 573 is recommended to be either completed or taken during the same semester
Other Requisites: Pre/
Published: Oct 13, 2020 13:33:43