Reinforcement Learning -- The Third Paradigm of Machine Learning: MLmuse

In this era of automation, we hear so often about autonomous cars or robots outperforming people or, a computer game defeating the best of the champions! And yes, these are some of the most beautiful and indeed complex applications of Deep Reinforcement Learning. The aim of this article is to present the concept of reinforcement learning. The literal meaning of the word'reinforce' is'to strengthen'. Reinforcement in psychology is to establish or encourage a pattern of behavior by providing a stimulus that can increase the probability of the desired behavior.