The Missing Link Between Memory and Reinforcement Learning

Reinforcement learning systems usually assume that a value function is defined over all states (or state-action pairs) that can immediately give the value of a particular state or action. These values are used by a selection mechanism to decide which action to take. In contrast, when humans and anim...

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Bibliographic Details
Main Authors: Christian Balkenius, Trond A. Tjøstheim, Birger Johansson, Annika Wallin, Peter Gärdenfors
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-12-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2020.560080/full