Reinforcement learning : with Open AI, TensorFlow and Keras using Python /

Master reinforcement learning, a popular area of machine learning, starting with the basics: discover how agents and the environment evolve and then gain a clear picture of how they are inter-related. You'll then work with theories related to reinforcement learning and see the concepts that bui...

Full description

Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Nandy, Abhishek (Author), Biswas, Manisha (Author)
Format: Electronic eBook
Language:Inglés
Published: [Berkeley, CA] : Apress, [2018]
Subjects:
Reinforcement learning.
Apprentissage par renforcement (Intelligence artificielle)
Programming & scripting languages: general.
Artificial intelligence.
COMPUTERS > General.
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Chapter 1: Reinforcement Learning basics
  • Chapter 2: Theory and Algorithms
  • Chapter 3: Open AI basics
  • Chapter 4: Getting to know Open AI and Open AI Gym the developers way
  • Chapter 5: Reinforcement learning using Tensor Flow environment and Keras
  • Chapter 6 Google's DeepMind and the future of Reinforcement Learning.

Similar Items