Amir Dezfouli
Amir Dezfouli
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Speed/accuracy trade-off between the habitual and the goal-directed processes
M Keramati*, A Dezfouli*, P Piray
PLoS computational biology 7 (5), e1002055, 2011
Habits, action sequences and reinforcement learning
A Dezfouli, BW Balleine
European Journal of Neuroscience 35 (7), 1036-1051, 2012
Actions, action sequences and habits: evidence that goal-directed and habitual action control are hierarchically organized
A Dezfouli, BW Balleine
PLoS computational biology 9 (12), e1003364, 2013
Medial Orbitofrontal Cortex Mediates Outcome Retrieval in Partially Observable Task Situations
LA Bradfield, A Dezfouli, M van Holstein, B Chieng, BW Balleine
Neuron 88 (6), 1268–1280, 2015
Habits as action sequences: hierarchical action control and changes in outcome value
A Dezfouli, NW Lingawi, BW Balleine
Philosophical Transactions of the Royal Society B: Biological Sciences 369 …, 2014
Hierarchical Bayesian inference for concurrent model fitting and comparison for group studies
P Piray, A Dezfouli, T Heskes, MJ Frank, ND Daw
PLoS computational biology 15 (6), e1007043, 2019
Hierarchical action control: Adaptive collaboration between actions and habits.
BW Balleine, A Dezfouli
Frontiers in Psychology 10, 2735, 2019
Scalable Inference for Gaussian Process Models with Black-Box Likelihoods
A Dezfouli, E Bonilla
Advances in Neural Information Processing Systems (NIPS), 2015
A neurocomputational model for cocaine addiction
A Dezfouli, P Piray, MM Keramati, H Ekhtiari, C Lucas, A Mokri
Neural computation 21 (10), 2869-2893, 2009
Models that learn how humans learn: The case of decision-making and its disorders
A Dezfouli, K Griffiths, F Ramos, P Dayan, BW Balleine
PLoS computational biology 15 (6), e1006903, 2019
Hierarchical control of goal-directed action in the cortical–basal ganglia network
BW Balleine, A Dezfouli, M Ito, K Doya
Current opinion in behavioral sciences 5, 1-7, 2015
Action-value comparisons in the dorsolateral prefrontal cortex control choice between goal-directed actions
RW Morris*, A Dezfouli*, KR Griffiths, BW Balleine
Nature communications 5, 2014
Individual differences in nucleus accumbens dopamine receptors predict development of addiction-like behavior: a computational approach
P Piray, MM Keramati*, A Dezfouli*, C Lucas, A Mokri
Neural computation 22 (9), 2334-2368, 2010
Adversarial vulnerabilities of human decision-making
A Dezfouli, R Nock, P Dayan
Proceedings of the National Academy of Sciences 117 (46), 29221-29228, 2020
Optimizing sequential experimental design with deep reinforcement learning
T Blau, EV Bonilla, I Chades, A Dezfouli
International conference on machine learning, 2107-2128, 2022
Tacticzero: Learning to prove theorems from scratch with deep reinforcement learning
M Wu, M Norrish, C Walder, A Dezfouli
Advances in Neural Information Processing Systems 34, 9330-9342, 2021
The psychological and physiological mechanisms of habit formation
NW Lingawi, A Dezfouli, BW Balleine
The Wiley handbook on the cognitive neuroscience of learning, 409-441, 2016
Disentangled behavioural representations
A Dezfouli, H Ashtiani, O Ghattas, R Nock, P Dayan, CS Ong
Advances in neural information processing systems 32, 2019
Optimizing the depth and the direction of prospective planning using information values
CE Sezener, A Dezfouli, M Keramati
PLoS computational biology 15 (3), e1006827, 2019
Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models
A Dezfouli, R Morris, FT Ramos, P Dayan, B Balleine
Advances in neural information processing systems 31, 2018
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