Hippocampal Model of Rat Spatial Abilities Using Temporal Difference Learning
Foster, David J., Morris, Richard G. M., Dayan, Peter
–Neural Information Processing Systems
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. 1 INTRODUCTION
Neural Information Processing Systems
Dec-31-1998