TensorFlow 2 Reinforcement Learning Cookbook Over 50 Recipes to Help You Build, Train, and Deploy Learning Agents for Real-World Applications.

This cookbook will help you to gain a solid understanding of deep reinforcement learning (RL) algorithms with the help of concise, easy-to-follow implementations from scratch. You'll learn how to implement these algorithms with minimal code and develop AI applications to solve real-world and bu...

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Bibliographic Details
Main Author: Palanisamy, Praveen.
Format: Electronic
Language: English
Published: Birmingham : Packt Publishing, Limited, 2021.
Subjects:
TensorFlow.
Machine learning.
elektronické knihy
electronic books
ISBN: 1838985999
9781838985998
9781838982546 (pbk.)
Physical Description: 1 online resource (473 p.)

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Table of contents

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020 |z 9781838982546 (pbk.) 
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100 1 |a Palanisamy, Praveen. 
245 1 0 |a TensorFlow 2 Reinforcement Learning Cookbook  |h [electronic resource] :  |b Over 50 Recipes to Help You Build, Train, and Deploy Learning Agents for Real-World Applications. 
260 |a Birmingham :  |b Packt Publishing, Limited,  |c 2021. 
300 |a 1 online resource (473 p.) 
336 |a text  |2 rdacontent 
337 |a computer  |2 rdamedia 
338 |a online resource  |2 rdacarrier 
500 |a Description based upon print version of record. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a This cookbook will help you to gain a solid understanding of deep reinforcement learning (RL) algorithms with the help of concise, easy-to-follow implementations from scratch. You'll learn how to implement these algorithms with minimal code and develop AI applications to solve real-world and business problems using RL. 
505 0 |a Table of Contents Developing building blocks for Deep RL using TensorFlow 2.x Implementing value-based, policy gradients and actor-critic Deep RL algorithms Implementing Advanced Deep RL algorithms RL in real-world: Building intelligent trading agents RL in Real-World: Building Stock Trading Agents RL in real-world: Building intelligent agents to complete your ToDos Deploying Deep RL Agents to the Cloud Building cross-platform (web, desktop, mobile) Deep-RL Apps using TensorFlow 2.x Distributed training and automated production deployment pipeline for Deep RL Apps. 
590 |a Knovel  |b Knovel (All titles) 
630 0 0 |a TensorFlow. 
650 0 |a Machine learning. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
776 0 8 |i Print version:  |a Palanisamy, Praveen  |t TensorFlow 2 Reinforcement Learning Cookbook  |d Birmingham : Packt Publishing, Limited,c2021  |z 9781838982546 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpTFRLC005/tensorflow-2-reinforcement?kpromoter=marc  |y Full text 

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