Video Lectures of Wulfram Gerstner:
Artificial Neural Networks: Deep Learning and Reinforcement LearningThe class on Artificial Neural Networks at EPFL has two parts: Deep Learning (Lecture Series B) and Reinforcement Learning (Lecture Series A and C). The class starts in the first week with two shorter introduction lectures.
IntroductionThis part gives first a general, math-free introduction and then starts to build up mathematical notation for the simple perceptron.
A: Lecture series on Reinforcement LearningThis part covers classical methods of 'Reinforcement Learning'.
B: Lecture series on Deep LearningThis part covers standard methods of 'Deep Learning'.
C: Lecture series on Deep Reinforcement LearningThis part covers modern methods of 'Deep Reinforcement Learning'.