A nonlinear hidden layer enables actor-critic agents to learn multiple paired association navigation

Navigation to multiple cued reward locations has been increasingly used to study rodent learning. Though deep reinforcement learning agents have been shown to be able to learn the task, they are not biologically plausible. Biologically plausible classic actor-critic agents have been shown to learn t...

Full description

Bibliographic Details

Published in:	arXiv.org
Main Authors:	M Ganesh Kumar, Tan, Cheston, Libedinsky, Camilo, Shih-Cheng, Yen, Andrew Yong-Yi Tan
Format:	Paper
Language:	English
Published:	Ithaca Cornell University Library, arXiv.org 16.07.2021
Subjects:	Deep learning Navigation Synapses
ISSN:	2331-8422
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!