From Reinforcement Learning to Deep Reinforcement Learning: An Overview
This article provides a brief overview of reinforcement learning, from its origins to current research trends, including deep reinforcement learning, with an emphasis on first principles.
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Published in | Braverman Readings in Machine Learning. Key Ideas from Inception to Current State pp. 298 - 328 |
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Main Authors | , , , |
Format | Book Chapter |
Language | English |
Published |
Cham
Springer International Publishing
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Series | Lecture Notes in Computer Science |
Subjects | |
Online Access | Get full text |
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Summary: | This article provides a brief overview of reinforcement learning, from its origins to current research trends, including deep reinforcement learning, with an emphasis on first principles. |
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Bibliography: | G. Hocquet—Work performed while visiting the University of California, Irvine. |
ISBN: | 9783319994918 3319994913 |
ISSN: | 0302-9743 1611-3349 |
DOI: | 10.1007/978-3-319-99492-5_13 |