Advertisement
Published in:
2019 | OriginalPaper | Chapter
8. Deep Q Network (DQN), Double DQN, and Dueling DQN
A Step Towards General Artificial Intelligence
Activate our intelligent search to find suitable subject content or patents.
Select sections of text to find matching patents with Artificial Intelligence. powered by
Select sections of text to find additional relevant content using AI-assisted search. powered by
Abstract
In this chapter, we will take our first step towards Deep Learning based Reinforcement Learning. We will discuss the very popular Deep Q Networks and its very powerful variants like Double DQN and Dueling DQN. Extensive work has been done on these models and these models form the basis of some of the very popular applications like AlphaGo. We will also introduce the concept of General AI in this chapter and discuss how these models have been instrumental in inspiring hopes of achieving General AI through these Deep Reinforcement Learning model applications.