List of works - Amir Dezfouli

A neurocomputational model for cocaine addiction.

scientific article published in October 2009

Action-value comparisons in the dorsolateral prefrontal cortex control choice between goal-directed actions

scientific article

Actions, action sequences and habits: evidence that goal-directed and habitual action control are hierarchically organized

scientific article

Adversarial vulnerabilities of human decision-making

scientific article published on 04 November 2020

Disentangled behavioural representations ⬇️

Habits as action sequences: hierarchical action control and changes in outcome value.

scientific article

Habits, action sequences and reinforcement learning.

scientific article published in April 2012

Hierarchical Action Control: Adaptive Collaboration Between Actions and Habits

scientific article published on 11 December 2019

Hierarchical Bayesian inference for concurrent model fitting and comparison for group studies

scientific article published on 18 June 2019

Hierarchical control of goal-directed action in the cortical–basal ganglia network

scientific article

Individual differences in nucleus accumbens dopamine receptors predict development of addiction-like behavior: a computational approach.

scientific article published on September 2010

Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models ⬇️

scholarly article by Amir Dezfouli et al published 2018 in Advances in Neural Information Processing Systems 31

Learning the structure of the world: The adaptive nature of state-space and action representations in multi-stage decision-making

scientific article published on 06 September 2019

Medial Orbitofrontal Cortex Mediates Outcome Retrieval in Partially Observable Task Situations.

scientific article published on 24 November 2015

Models that learn how humans learn: The case of decision-making and its disorders.

scientific article published on 11 June 2019

Optimal response vigor and choice under non-stationary outcome values

scientific article published on 01 February 2019

Optimizing the depth and the direction of prospective planning using information values

scientific article published on 12 March 2019

Scalable Inference for Gaussian Process Models with Black-Box Likelihoods ⬇️

article by Amir Dezfouli & Edwin V. Bonilla published 2015 in Advances in Neural Information Processing Systems 28

Speed/accuracy trade-off between the habitual and the goal-directed processes

scientific article

The Algorithmic Neuroanatomy Of Action-Outcome Learning

Treatment outcome predictors in flexible dose-duration methadone detoxification program

scientific article published in October 2013

List of works by Amir Dezfouli

A neurocomputational model for cocaine addiction.

Action-value comparisons in the dorsolateral prefrontal cortex control choice between goal-directed actions

Actions, action sequences and habits: evidence that goal-directed and habitual action control are hierarchically organized

Adversarial vulnerabilities of human decision-making

Disentangled behavioural representations ⬇️

Habits as action sequences: hierarchical action control and changes in outcome value.

Habits, action sequences and reinforcement learning.

Hierarchical Action Control: Adaptive Collaboration Between Actions and Habits

Hierarchical Bayesian inference for concurrent model fitting and comparison for group studies

Hierarchical control of goal-directed action in the cortical–basal ganglia network

Individual differences in nucleus accumbens dopamine receptors predict development of addiction-like behavior: a computational approach.

Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models ⬇️

Learning the structure of the world: The adaptive nature of state-space and action representations in multi-stage decision-making

Medial Orbitofrontal Cortex Mediates Outcome Retrieval in Partially Observable Task Situations.

Models that learn how humans learn: The case of decision-making and its disorders.

Optimal response vigor and choice under non-stationary outcome values

Optimizing the depth and the direction of prospective planning using information values

Scalable Inference for Gaussian Process Models with Black-Box Likelihoods ⬇️

Speed/accuracy trade-off between the habitual and the goal-directed processes

The Algorithmic Neuroanatomy Of Action-Outcome Learning

Treatment outcome predictors in flexible dose-duration methadone detoxification program