Applied Reinforcement Learning with Python

Applied Reinforcement Learning with Python

AngličtinaEbook
II, Taweh Beysolow
APress
EAN: 9781484251270
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Podrobné informace

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 LearnImplement reinforcement learning with Python Work with AI frameworks such as OpenAI Gym, Tensorflow, and KerasDeploy and train reinforcement learning based solutions via cloud resourcesApply 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.
EAN 9781484251270
ISBN 148425127X
Typ produktu Ebook
Vydavatel APress
Datum vydání 23. srpna 2019
Jazyk English
Země United States
Autoři II, Taweh Beysolow