TensorFlow reinforcement learning quick start guide: get up and running with training and deploying intelligent, self-learning agents using Python

This book is an essential guide for anyone interested in Reinforcement Learning. The book provides an actionable reference for Reinforcement Learning algorithms and their applications using TensorFlow and Python. It will help readers leverage the power of algorithms such as Deep Q-Network (DQN), Dee...

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Detalles Bibliográficos
Autor principal: Balakrishnan, Kaushik
Lenguaje:eng
Publicado: Packt Publishing 2019
Materias:
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/2675646
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author Balakrishnan, Kaushik
author_facet Balakrishnan, Kaushik
author_sort Balakrishnan, Kaushik
collection CERN
description This book is an essential guide for anyone interested in Reinforcement Learning. The book provides an actionable reference for Reinforcement Learning algorithms and their applications using TensorFlow and Python. It will help readers leverage the power of algorithms such as Deep Q-Network (DQN), Deep Deterministic Policy Gradients (DDPG), and ...
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institution Organización Europea para la Investigación Nuclear
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publishDate 2019
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spelling cern-26756462021-04-21T18:24:26Zhttp://cds.cern.ch/record/2675646engBalakrishnan, KaushikTensorFlow reinforcement learning quick start guide: get up and running with training and deploying intelligent, self-learning agents using PythonComputing and ComputersThis book is an essential guide for anyone interested in Reinforcement Learning. The book provides an actionable reference for Reinforcement Learning algorithms and their applications using TensorFlow and Python. It will help readers leverage the power of algorithms such as Deep Q-Network (DQN), Deep Deterministic Policy Gradients (DDPG), and ...Packt Publishingoai:cds.cern.ch:26756462019
spellingShingle Computing and Computers
Balakrishnan, Kaushik
TensorFlow reinforcement learning quick start guide: get up and running with training and deploying intelligent, self-learning agents using Python
title TensorFlow reinforcement learning quick start guide: get up and running with training and deploying intelligent, self-learning agents using Python
title_full TensorFlow reinforcement learning quick start guide: get up and running with training and deploying intelligent, self-learning agents using Python
title_fullStr TensorFlow reinforcement learning quick start guide: get up and running with training and deploying intelligent, self-learning agents using Python
title_full_unstemmed TensorFlow reinforcement learning quick start guide: get up and running with training and deploying intelligent, self-learning agents using Python
title_short TensorFlow reinforcement learning quick start guide: get up and running with training and deploying intelligent, self-learning agents using Python
title_sort tensorflow reinforcement learning quick start guide: get up and running with training and deploying intelligent, self-learning agents using python
topic Computing and Computers
url http://cds.cern.ch/record/2675646
work_keys_str_mv AT balakrishnankaushik tensorflowreinforcementlearningquickstartguidegetupandrunningwithtraininganddeployingintelligentselflearningagentsusingpython

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