You can find the material here.
Some time ago I prepared an introduction to Reinforcement Learning for our department. It consists of a PDF presentation an three demos. The slides are in german though.
The demos are based on jupyter notebooks. So all you need to do is start a jupyter notebook server inside the demo folder.