A Review of the Relationship between Novelty, Intrinsic Motivation and Reinforcement Learning

This paper presents a review on the tri-partite relationship between novelty, intrinsic motivation and reinforcement learning. The paper first presents a literature survey on novelty and the different computational models of novelty detection, with a specific focus on the features of stimuli that tr...

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Bibliographic Details

Published in:	Paladyn
Main Authors:	Siddique Nazmul, Dhakan Paresh, Rano Inaki, Merrick Kathryn
Format:	Article
Language:	English
Published:	De Gruyter 2017-11-01
Subjects:	novelty intrinsic motivation reinforcement learning reward function habituation action learning
Online Access:	https://doi.org/10.1515/pjbr-2017-0004