Skip to Content
Reinforcement Learning with TensorFlow
book

Reinforcement Learning with TensorFlow

by Sayon Dutta
April 2018
Intermediate to advanced content levelIntermediate to advanced
334 pages
10h 18m
English
Packt Publishing
Content preview from Reinforcement Learning with TensorFlow

Deep Reinforcement Learning in Ad Tech

So far in this unit of discussing reinforcement learning application research domains, we saw how reinforcement learning is disrupting the field of robotics, autonomous driving, financial portfolio management, and solving games of extremely high complexity, such as Go. Another important domain which is likely to be disrupted by reinforcement learning is advertisement technology.

Before getting into the details of the problem statement and it's solution based on reinforcement learning, let's understand the challenges, business models, and bidding strategies involved, which will work as a basic prerequisite in understanding the problem that we will try to solve using a reinforcement learning framework. ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Deep Learning with TensorFlow - Second Edition

Deep Learning with TensorFlow - Second Edition

Giancarlo Zaccone, Vihan Jain, Md. Rezaul Karim, Motaz Saad
Deep Learning with TensorFlow 2 and Keras - Second Edition

Deep Learning with TensorFlow 2 and Keras - Second Edition

Antonio Gulli, Dr. Amita Kapoor, Sujit Pal

Publisher Resources

ISBN: 9781788835725Supplemental Content