Reinforcement Learning Algorithms

Abstract

... Reinforcement learning (RL) refers to both a learning problem and a subfield of machine learning . As a learning problem it refers to learning to control a system so as to maxi- mize some ... The problem is to learn a way of controlling the system so as to maxi- mize the total reward ...