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The Machine-Learning Approach of Reinforcement Learning

Thomas Boraud

in How the Brain Makes Decisions

Published in print:
2020
Published Online:
November 2020
ISBN:
9780198824367
eISBN:
9780191863202
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198824367.003.0016
Subject:
Neuroscience, Behavioral Neuroscience

This chapter assesses alternative approaches of reinforcement learning that are developed by machine learning. The initial goal of this branch of artificial intelligence, which appeared in the middle ... More


Reinforcement learning

Thomas P. Trappenberg

in Fundamentals of Machine Learning

Published in print:
2019
Published Online:
January 2020
ISBN:
9780198828044
eISBN:
9780191883873
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198828044.003.0010
Subject:
Neuroscience, Behavioral Neuroscience

The discussion here considers a much more common learning condition where an agent, such as a human or a robot, has to learn to make decisions in the environment from simple feedback. Such feedback ... More


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