Advertisement

Policy-Based Reinforcement Learning Approaches

Stochastic Policy Gradient and the REINFORCE Algorithm
  • Mohit SewakEmail author
Chapter
  • 3.7k Downloads

Abstract

In this chapter, we will cover the basics of the policy-based approaches especially the policy gradient-based approaches. We will understand why policy-based approaches are superior to that of value-based approaches under some circumstances and why they are also tough to implement. We will subsequently cover some simplifications that will help make policy-based approaches practical to implement and also cover the REINFORCE algorithm.

Copyright information

© Springer Nature Singapore Pte Ltd. 2019

Authors and Affiliations

  1. 1.PuneIndia

Personalised recommendations