Reinforcement Learning vs. Artificial Intelligence: Complete

Artificial Intelligence (AI) is the broad concept of machines mimicking human intelligence, while Reinforcement Learning (RL) is a specific machine learning paradigm within AI that focuses on agents learning through trial and error to maximize rewards. RL is a method to achieve AI, not a replacement for it.