The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World

by Pedro Domingos

Reinforcement learners solve this by sometimes choosing the best action and sometimes a random one. (The brain even seems to have a “noise generator” for this purpose.)