Hippocampal Model of Rat Spatial Abilities Using Temporal Difference Learning

Foster, DJ; Morris, RGM; Dayan, P

Item

ITEM ACTIONSEXPORT

Add to Basket

Local TagsRelease HistoryDetailsSummary

Released

Conference Paper

Hippocampal Model of Rat Spatial Abilities Using Temporal Difference Learning

MPS-Authors

There are no MPG-Authors in the publication available

External Resource

http://papers.nips.cc/paper/1381-hippocampal-model-of-rat-spatial-abilities-using-temporal-difference-learning.pdf
(Publisher version)

Fulltext (restricted access)

There are currently no full texts shared for your IP range.

Fulltext (public)

There are no public fulltexts stored in PuRe

Supplementary Material (public)

There is no public supplementary material available

Citation

Foster, D., Morris, R., & Dayan, P. (1998). Hippocampal Model of Rat Spatial Abilities Using Temporal Difference Learning. In M. Jordan, M. Kearns, & S. Solla (Eds.), Advances in Neural Information Processing Systems 10 (pp. 145-151). Cambridge, MA, USA: MIT Press.

Cite as: https://hdl.handle.net/21.11116/0000-0005-1A1E-E

Abstract

We provide a model of the standard watermaze task, and of a more challenging task involving novel platform locations, in which rats exhibit one-trial learning after a few days of training. The model uses hippocampal place cells to support reinforcement learning, and also, in an integrated manner, to build and use allocentric coordinates.