List of works - Nathaniel Daw

A computational substrate for incentive salience

scientific article

A simple model for learning in volatile environments

scientific article published on 01 July 2020

Are we of two minds?

article

Biased belief updating and suboptimal choice in foraging decisions

scientific article published on 09 July 2020

Chronic and Acute Stress Promote Overexploitation in Serial Decision Making.

scientific article published on 08 May 2017

Computational approaches to fMRI analysis

scientific article published on February 2017

Cortical substrates for exploratory decisions in humans

scientific article

Depression: a decision-theoretic analysis

scientific article

Differential encoding of losses and gains in the human striatum

scientific article

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

scientific article published on 18 June 2019

Instructed knowledge shapes feedback-driven aversive learning in striatum and orbitofrontal cortex, but not the amygdala.

scientific article published on 12 May 2016

Model-based influences on humans' choices and striatal prediction errors

scientific article

Neural mediators of changes of mind about perceptual decisions

scientific article published on 12 March 2018

Offline replay supports planning in human reinforcement learning

scientific article published on 14 December 2018

Opponent interactions between serotonin and dopamine

scientific article

Predictive representations can link model-based reinforcement learning to model-free mechanisms

scientific article published on 25 September 2017

Prioritized memory access explains planning and hippocampal replay

Rats exhibit similar biases in foraging and intertemporal choice tasks

scientific article published on 18 September 2019

Reminders of past choices bias decisions for reward in humans

scientific article

Reward and choice encoding in terminals of midbrain dopamine neurons depends on striatal target.

scientific article published on 25 April 2016

Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons

scientific article published on 04 April 2019

Role of Human Ventromedial Prefrontal Cortex in Learning and Recall of Enhanced Extinction

scientific article published on 19 February 2019

States versus rewards: dissociable neural prediction error signals underlying model-based and model-free reinforcement learning

scientific article

Surprise! Neural correlates of Pearce–Hall and Rescorla–Wagner coexist within the brain ⬇️

scientific article published on April 1, 2012

Testing Whether Humans Have an Accurate Model of Their Own Motor Uncertainty in a Speeded Reaching Task ⬇️

scientific article published on May 23, 2013

The algorithmic anatomy of model-based evaluation.

scientific article

The expanding role of dopamine

scientific article published on 21 April 2016

List of works by Nathaniel Daw

A computational substrate for incentive salience

A simple model for learning in volatile environments

Are we of two minds?

Biased belief updating and suboptimal choice in foraging decisions

Chronic and Acute Stress Promote Overexploitation in Serial Decision Making.

Computational approaches to fMRI analysis

Cortical substrates for exploratory decisions in humans

Depression: a decision-theoretic analysis

Differential encoding of losses and gains in the human striatum

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

Instructed knowledge shapes feedback-driven aversive learning in striatum and orbitofrontal cortex, but not the amygdala.

Model-based influences on humans' choices and striatal prediction errors

Neural mediators of changes of mind about perceptual decisions

Offline replay supports planning in human reinforcement learning

Opponent interactions between serotonin and dopamine

Predictive representations can link model-based reinforcement learning to model-free mechanisms

Prioritized memory access explains planning and hippocampal replay

Rats exhibit similar biases in foraging and intertemporal choice tasks

Reminders of past choices bias decisions for reward in humans

Reward and choice encoding in terminals of midbrain dopamine neurons depends on striatal target.

Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons

Role of Human Ventromedial Prefrontal Cortex in Learning and Recall of Enhanced Extinction

States versus rewards: dissociable neural prediction error signals underlying model-based and model-free reinforcement learning

Surprise! Neural correlates of Pearce–Hall and Rescorla–Wagner coexist within the brain ⬇️

Testing Whether Humans Have an Accurate Model of Their Own Motor Uncertainty in a Speeded Reaching Task ⬇️

The algorithmic anatomy of model-based evaluation.

The expanding role of dopamine