Reinforcement learning algorithms permit to teach an agent to optimize how to get a reward. This can be helpful for solving games such as backgammon, but more recently it was applied to Atari games or the game of Go and has led to impressive results. This is thanks to a combination with deep learning techniques. During this class, students will review elementary properties of reinforcement learning. A lab session will be provided as well.