Reinforcement learning: an introduction

This article discusses one of the main provisions of the machine learning algorithm with reinforcement. Models of reinforcement learning are formulated. Three fundamental problems that reinforcement learning must solve are also considered - the trade-off between research and exploitation, the problem of delayed reward and the need to generalization.