 While SARSA learns the Q values associated with taking the policy it follows itself, Watkin's Q-learning learns the Q values associated with taking the optimal policy while following an exploration/exploitation policy.Some optimizations of Watkin's Q-learning may be applied to SARSA.The learning rate determines to what extent newly acquired information overrides old information.