Introduction to Deep Reinforcement Learning

Francois-lavet, Vincent; Henderson, Peter; Islam, Riashat; Bellemare, Marc G.; Pineau, Joelle

ISBN 10: 1680835386 ISBN 13: 9781680835380

Editorial: Now Publishers, 2018

Idioma: Ingl�s

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Detalles bibliogr�ficos

T�tulo

Introduction to Deep Reinforcement Learning

Editor

Now Publishers

Fecha de publicaci�n

2018

Idioma

Ingl�s

ISBN 10

1680835386

ISBN 13

9781680835380

Encuadernaci�n

Encuadernaci�n de tapa blanda

Estado

New

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Sinopsis

Deep reinforcement learning is the combination of reinforcement learning (RL) and deep learning. This field of research has recently been able to solve a wide range of complex decision-making tasks that were previously out of reach for a machine.

Deep RL opens up many new applications in domains such as healthcare, robotics, smart grids, finance, and many more. This book provides the reader with a starting point for understanding the topic. Although written at a research level it provides a comprehensive and accessible introduction to deep reinforcement learning models, algorithms and techniques. Particular focus is on the aspects related to generalization and how deep RL can be used for practical applications.

Written by recognized experts, this book is an important introduction to Deep Reinforcement Learning for practitioners, researchers and students alike.

Acerca del autor

Charlotte y Peter Fiell son dos autoridades en historia, teor�a y cr�tica del dise�o y han escrito m�s de sesenta libros sobre la materia, muchos de los cuales se han convertido en �xitos de ventas. Tambi�n han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Dise�o del siglo XX, El dise�o industrial de la A a la Z, Scandinavian Design y Dise�o del siglo XXI.

"Sobre este t�tulo" puede pertenecer a otra edici�n de este libro.

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