Reinforcement Learning can be thought of as an application of the psychological concept of conditioning. The central position here is taken by an agent who takes actions in a specific environment. Every action can effect in reward or punishment (negative reward). The core of the learning process is the change of the behavior based on these interactions with the ultimate goal of maximizing sum of the rewards in the long run. Crucial here is an abstract concept of a ...