Applied Reinforcement Learning with Python: With OpenAI Gym, Tensorflow, and Keras - Couverture souple

Beysolow II, Taweh

 
9781484251263: Applied Reinforcement Learning with Python: With OpenAI Gym, Tensorflow, and Keras
Couverture souple
ISBN 10 : 1484251261 ISBN 13 : 9781484251263
Editeur : Apress, 2019

Synopsis

Delve into the world of reinforcement learning algorithms and apply them to different use-cases via Python. This book covers important topics such as policy gradients and Q learning, and utilizes frameworks such as Tensorflow, Keras, and OpenAI Gym.

Applied Reinforcement Learning with Python introduces you to the theory behind reinforcement learning (RL) algorithms and the code that will be used to implement them. You will take a guided tour through features of OpenAI Gym, from utilizing standard libraries to creating your own environments, then discover how to frame reinforcement learning problems so you can research, develop, and deploy RL-based solutions.


What You'll Learn

  • Implement reinforcement learning with Python 
  • Work with AI frameworks such as OpenAI Gym, Tensorflow, and Keras
  • Deploy and train reinforcement learning–based solutions via cloud resources
  • Apply practical applications of reinforcement learning

 

Who This Book Is For 

Data scientists, machine learning engineers and software engineers familiar with machine learning and deep learning concepts.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Taweh Beysolow II is a data scientist and author currently based in the United States. He has a Bachelor of Science degree in economics from St. Johns University and a Master of Science in Applied Statistics from Fordham University. After successfully exiting the startup he co-founded, he now is a Director at Industry Capital, a San Francisco based Private Equity firm, where he helps lead the Cryptocurrency and Blockchain platforms.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Apress
Date d'édition
2019
Langue
anglais
ISBN 10 
1484251261
ISBN 13 
9781484251263
Reliure
Broché
Numéro d'édition
1
Nombre de pages
184
Coordonnées du fabricant
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3,69115 Heidelberg, Germany
Heidelberg
69115
Allemagne

Autres éditions populaires du même titre

9781484251287: Applied Reinforcement Learning with Python: With OpenAI Gym, Tensorflow, and Keras

Edition présentée

ISBN 10 :  1484251288 ISBN 13 :  9781484251287
Editeur : Apress, 2019
Couverture souple