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Re:Reinforcement Learning – Bandit Problems by lpage on Monday May 07, 2018 @11:32AM (#17013514)
As a self contained, foundational course, Georgia Tech's OMSCS offering [1] is solid. Charles Isbell and Michael Littman are great at building intuition into equations.

[1] https://www.udacity.com/course/reinforcement-learning--ud600

Re:Reinforcement Learning – Bandit Problems by joshuamorton on Monday May 07, 2018 @11:48AM (#17013681)
Isbell's course in person was great. And if the exams for the online version are anything like the in person ones, it really does test your understanding of foundational concepts.
Re:Reinforcement Learning – Bandit Problems by richfnelson on Tuesday May 08, 2018 @06:18PM (#17025789)
Yup, just took the online RL class and the average grade for the final exam was 45 out of 100, high score of 76. The format was true/false with a short explanation for your answer. I never thought I'd be proud about getting a 53 on a true/false exam, but it was an extremely challenging and rewarding class.