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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:
Acceso en línea:http://cds.cern.ch/record/2679959
Descripción
Sumario: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.