Name
Title | ||
|---|---|---|
Analyzing Interactions between Navigation Strategies Using a Computational Model of Action Selection |
Abstract | ||
|---|---|---|
For animals as well as for humans, the hypothesis of multiple memory systems involved in different navigation strategies is supported by several biological experiments. However, due to technical limitations, it remains difficult for experimentalists to elucidate how these neural systems interact. We present how a computational model of selection between navigation strategies can be used to analyse phenomena that cannot be directly observed in biological experiments. We reproduce an experiment where the rat's behaviour is assumed to be ruled by two different navigation strategies (a cue-guided and a map-based one). Using a modelling approach, we can explain the experimental results in terms of interactions between these systems, either competing or cooperating at specific moments of the experiment. Modelling such systems can help biological investigations to explain and predict the animal behaviour. |
Year | DOI | Venue |
|---|---|---|
2008 | 10.1007/978-3-540-87601-4_8 | Spatial Cognition |
Keywords | Field | DocType |
animal behaviour,modelling approach,navigation strategy,biological experiment,neural systems interact,computational model,analyzing interactions,multiple memory system,biological investigation,navigation strategies,different navigation strategy,action selection,computer model | Neural system,Artificial intelligence,Engineering,Action selection,Memory systems,Machine learning,Robotics | Conference |
Volume | ISSN | Citations |
5248 | 0302-9743 | 4 |
PageRank | References | Authors |
0.49 | 10 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Laurent Dollé | 1 | 5 | 1.18 |
| Khamassi Mehdi | 2 | 112 | 16.51 |
| Girard Benoît | 3 | 185 | 22.20 |
| Agnès Guillot | 4 | 208 | 45.37 |
| Ricardo Chavarriaga | 5 | 538 | 43.76 |