Peter Dayan - Selected Publications#

A Dezfouli, R Nock, P Dayan (2020) Adversarial vulnerabilities of human decision-making. Proceedings of the National Academy of Sciences 117 (46), 29221-29228 [16 citations]

D Mobbs, DB Headley, W Ding, P Dayan (2020) Space, time, and fear: survival computations along defensive circuits. Trends in cognitive sciences 24 (3), 228-241 [103 citations]

K Iigaya, MS Fonseca, M Murakami, ZF Mainen, P Dayan (2018) An effect of serotonergic stimulation on learning rates for rewards apparent after long intertrial intervals. Nature communications 9 (1), 1-10 [66 citations]

M Keramati, P Smittenaar, RJ Dolan, P Dayan (2016) Adaptive integration of habits into depth-limited planning defines a habitual-goal–directed spectrum. Proceedings of the National Academy of Sciences 113 (45), 12868-12873 [268 citations]

D Kumaran, A Banino, C Blundell, D Hassabis, P Dayan (2016) Computations underlying social hierarchy learning: distinct neural mechanisms for updating and representing self-relevant information. Neuron 92 (5), 1135-1147 [117 citations]

Z Kurth-Nelson, M Economides, RJ Dolan, P Dayan (2016) Fast sequences of non-spatial state representations in humans. Neuron 91 (1), 194-204 [137 citations]

ND Daw, P Dayan (2014) The algorithmic anatomy of model-based evaluation. Philosophical Transactions of the Royal Society B: Biological Sciences 369 … [233 citations]

RJ Dolan, P Dayan (2013) Goals and habits in the brain. Neuron 80 (2), 312-325 [1038 citations]

P Dayan, LF Abbott (2001) Theoretical neuroscience: computational and mathematical modeling of neural systems. MIT Press [6586 citations]

CJCH Watkins, P Dayan (1992) Machine Learning 8 (3), 279-292 [16170 citations]