Explain the concept of reinforcement learning and its applications in analytics.

Reinforcement learning is a type of machine learning where an agent learns by interacting with its environment and receiving feedback (rewards or penalties). It's used in optimization problems, robotics, and decision-making. For example,A self-driving car using reinforcement learning to navigate traffic.