Deep learning: unsupervised and reinforcement learning
Supervised methods require that our example data also provide us with the labels we should predict. However, these learning methods are limited. In some cases we either do not know what we are looking for or the environment itself can give us hints as to how our model should evolve. Unsupervised and reinforcement learning methods address these types of problems.