Video Lectures of Wulfram Gerstner:
Artificial Neural Networks: Deep Learning and Reinforcement Learning
The 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.
Introduction
This part gives first a general, mathfree introduction and then starts to build up mathematical notation for the simple perceptron.
A: Lecture series on Reinforcement Learning
This part covers classical methods of 'Reinforcement Learning'.
B: Lecture series on Deep Learning
This part covers standard methods of 'Deep Learning'.
C: Lecture series on Deep Reinforcement Learning
This part covers modern methods of 'Deep Reinforcement Learning'.
Recommanded text books
