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From Reinforcement Learning to Deep Reinforcement Learning:An Overview - 2018

Research Area:  Machine Learning

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.

Author(s) Name:  Forest Agostinelli,Guillaume Hocquet,Sameer Singh,Pierre Baldi

Journal name:  Braverman Readings in Machine Learning. Key Ideas from Inception to Current State

Conferrence name:  

Publisher name:  Springer

DOI:  10.1007/978-3-319-99492-5_13

Volume Information: