Foster, DJ and Morris, RGM and Dayan, P (1998) Hippocampal model of rat spatial abilities using temporal difference learning. In: Jordan, MI and Kearns, MJ and Solla, SA, (eds.) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 10. (pp. 145 - 151). M I T PRESS
Full text not available from this repository.
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.
| Type: | Proceedings paper |
|---|---|
| Title: | Hippocampal model of rat spatial abilities using temporal difference learning |
| Event: | 11th Annual Conference on Neural Information Processing Systems (NIPS) |
| Location: | DENVER, CO |
| Dates: | 1997-12-01 - 1997-12-06 |
| ISBN: | 0-262-10076-2 |
| UCL classification: | UCL > School of Life and Medical Sciences > Faculty of Life Sciences > Gatsby Computational Neuroscience Unit |
Archive Staff Only: edit this record