Reinforcement Learning 6: Exploration vs Exploitation

Before getting into Q-Learning, lets understand the importance concept of Exploration vs Exploitation. Exploration is trying new possibilities in order to find better rewards. Exploitation is to keep opting for same actions that has given some significant rewards in the past. To illustrate this we can consider an example of restaurants. Suppose i recently start living in a new city.