Hands-on Q-learning with Python: practical Q-learning with OpenAI Gym, Keras, and TensorFlow

Q-learning is the reinforcement learning approach behind Deep-Q-Learning and is a values-based learning algorithm in RL. This book will help you get comfortable with developing the effective agents for Q learning and also make you learn to effectively develop and deploy Deep Q networks for complex A...

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Detalles Bibliográficos
Autor principal: Habib, Nazia
Lenguaje:eng
Publicado: Packt Publishing 2019
Materias:
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/2679959
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author Habib, Nazia
author_facet Habib, Nazia
author_sort Habib, Nazia
collection CERN
description Q-learning is the reinforcement learning approach behind Deep-Q-Learning and is a values-based learning algorithm in RL. This book will help you get comfortable with developing the effective agents for Q learning and also make you learn to effectively develop and deploy Deep Q networks for complex AI applications.
id cern-2679959
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2019
publisher Packt Publishing
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spelling cern-26799592021-04-21T18:23:25Zhttp://cds.cern.ch/record/2679959engHabib, NaziaHands-on Q-learning with Python: practical Q-learning with OpenAI Gym, Keras, and TensorFlowComputing and ComputersQ-learning is the reinforcement learning approach behind Deep-Q-Learning and is a values-based learning algorithm in RL. This book will help you get comfortable with developing the effective agents for Q learning and also make you learn to effectively develop and deploy Deep Q networks for complex AI applications.Packt Publishingoai:cds.cern.ch:26799592019
spellingShingle Computing and Computers
Habib, Nazia
Hands-on Q-learning with Python: practical Q-learning with OpenAI Gym, Keras, and TensorFlow
title Hands-on Q-learning with Python: practical Q-learning with OpenAI Gym, Keras, and TensorFlow
title_full Hands-on Q-learning with Python: practical Q-learning with OpenAI Gym, Keras, and TensorFlow
title_fullStr Hands-on Q-learning with Python: practical Q-learning with OpenAI Gym, Keras, and TensorFlow
title_full_unstemmed Hands-on Q-learning with Python: practical Q-learning with OpenAI Gym, Keras, and TensorFlow
title_short Hands-on Q-learning with Python: practical Q-learning with OpenAI Gym, Keras, and TensorFlow
title_sort hands-on q-learning with python: practical q-learning with openai gym, keras, and tensorflow
topic Computing and Computers
url http://cds.cern.ch/record/2679959
work_keys_str_mv AT habibnazia handsonqlearningwithpythonpracticalqlearningwithopenaigymkerasandtensorflow

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