A study in Nature Human Behaviour proposes a biologically plausible algorithm producing near-optimal behaviour in uncertain and volatile environments through computational imprecision. A complementary study in the same issue shows that, depending on context, uncertainty itself guides different decisions and is differentially represented in the brain.
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References
Behrens, T. E., Woolrich, M. W., Walton, M. E. & Rushworth, M. F. Nat. Neurosci. 10, 1214–1221 (2007).
Payzan-LeNestour, E., Dunne, S., Bossaerts, P. & O’Doherty, J. P. Neuron 79, 191–201 (2013).
Bossaerts, P., Yadav, N. & Murawski, C. Philos. Trans. R. Soc. Lond. B Biol. Sci. 374, 20180138 (2019).
Findling, C., Chopin, N. & Koechlin, E. Nat. Hum. Behav. https://doi.org/10.1038/s41562-020-00971-z (2020).
Drugowitsch, J., Wyart, V., Devauchelle, A. D. & Koechlin, E. Neuron 92, 1398–1411 (2016).
Deco, G., Scarano, L. & Soto-Faraco, S. J. Neurosci. 27, 11192–11200 (2007).
Morales, J., Lau, H. & Fleming, S. M. J. Neurosci. 38, 3534–3546 (2018).
Lebreton, M., Abitbol, R., Daunizeau, J. & Pessiglione, M. Nat. Neurosci. 18, 1159–1167 (2015).
Trudel, N. et al. Nat. Hum. Behav. https://doi.org/10.1038/s41562-020-0929-3 (2020).
Findling, C., Skvortsova, V., Dromnelle, R., Palminteri, S. & Wyart, V. Nat. Neurosci. 22, 2066–2077 (2019).
Lebreton, M., Jorge, S., Michel, V., Thirion, B. & Pessiglione, M. Neuron 64, 431–439 (2009).
Klein, T. A., Ullsperger, M. & Jocham, G. Nat. Commun. 8, 16033 (2017).
Jocham, G., Neumann, J., Klein, T. A., Danielmeier, C. & Ullsperger, M. J. Neurosci. 29, 7489–7496 (2009).
Fischer, A. G., Bourgeois-Gironde, S. & Ullsperger, M. Nat. Commun. 8, 1690 (2017).
Boorman, E. D., Rushworth, M. F. & Behrens, T. E. J. Neurosci. 33, 2242–2253 (2013).
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Ullsperger, M. Imprecise learning and uncertainty. Nat Hum Behav 5, 7–8 (2021). https://doi.org/10.1038/s41562-020-00992-8
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DOI: https://doi.org/10.1038/s41562-020-00992-8