Foundations of reinforcement learning

Abstract

This chapter gives an introduction to the machine learning paradigm of reinforcement learning and introduces basic notations. Following a short overview on machine learning in Sect. 2.1, Sect. 2.2 explains the reinforcement learning model, before the central framework of Markov decision processes is described in Sect. 2.3.