1. Exploration-exploitation trade-off features a saltatory search behaviour.
- Author
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Volchenkov D, Helbach J, Tscherepanow M, and Kühnel S
- Subjects
- Female, Humans, Male, Exploratory Behavior physiology, Models, Biological, User-Computer Interface
- Abstract
Searching experiments conducted in different virtual environments over a gender-balanced group of people revealed a gender irrelevant scale-free spread of searching activity on large spatio-temporal scales. We have suggested and solved analytically a simple statistical model of the coherent-noise type describing the exploration-exploitation trade-off in humans ('should I stay' or 'should I go'). The model exhibits a variety of saltatory behaviours, ranging from Lévy flights occurring under uncertainty to Brownian walks performed by a treasure hunter confident of the eventual success.
- Published
- 2013
- Full Text
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