From Reinforcement Learning to Deep Reinforcement Learning: An Overview

Forest Agostinelli; Guillaume Hocquet; Sameer Singh; Pierre Baldi

Conference Proceedings

From Reinforcement Learning to Deep Reinforcement Learning: An Overview

Agostinelli F
Hocquet G
Singh S
et al.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2018) 11100 LNAI 298-328

DOI: 10.1007/978-3-319-99492-5_13

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Abstract

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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Deep learning
Deep reinforcement learning
Machine learning
Reinforcement learning

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Agostinelli, F., Hocquet, G., Singh, S., & Baldi, P. (2018). From Reinforcement Learning to Deep Reinforcement Learning: An Overview. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 11100 LNAI, pp. 298–328). Springer Verlag. https://doi.org/10.1007/978-3-319-99492-5_13

From Reinforcement Learning to Deep Reinforcement Learning: An Overview

Abstract

Author supplied keywords

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