Q-learning and SARSA are two of the algorithms that one generally encounters early in the journey of learning reinforcement learning. However, despite the high similarity between these two algorithms, in practice, Q-learning often takes prominence in terms of performance. In this blog post, we’ll discuss the similarities and differences between these two algorithms, as well as the reason for the strength of one over the other.