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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Bibliographic Details
Published inBraverman Readings in Machine Learning. Key Ideas from Inception to Current State pp. 298 - 328
Main Authors Agostinelli, Forest, Hocquet, Guillaume, Singh, Sameer, Baldi, Pierre
Format Book Chapter
LanguageEnglish
Published Cham Springer International Publishing
SeriesLecture Notes in Computer Science
Subjects
Deep learning
Deep reinforcement learning
Machine learning
Reinforcement learning
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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.
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