Neurocomputational mechanisms of reinforcement-guided learning in humans: a review (Q37203167)

18 August 2017

1 reference

title

Neurocomputational mechanisms of reinforcement-guided learning in humans: a review (English)

1 reference

18 August 2017

reinforcement learning

0 references

Michael X Cohen

1

0 references

publication date

1 June 2008

1 reference

Cognitive, Affective and Behavioral Neuroscience

18 August 2017

1 reference

18 August 2017

8

1 reference

18 August 2017

113-125

1 reference

18 August 2017

2

1 reference

https://scigraph.springernature.com/pub.10.3758/cabn.8.2.113

18 August 2017

0 references

cites work

Prediction error as a linear function of reward probability is coded in human nucleus accumbens

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Human midbrain sensitivity to cognitive feedback and uncertainty during classification learning

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Adaptive gain and the role of the locus coeruleus-norepinephrine system in optimal performance

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Prefrontal cortex and decision making in a mixed-strategy game.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Midbrain dopamine neurons encode a quantitative reward prediction error signal

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Statistics of midbrain dopamine neuron spike trains in the awake primate.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Learning the value of information in an uncertain world.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

The debate over dopamine's role in reward: the case for incentive salience

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

The catechol-O-methyltransferase polymorphism: relations to the tonic-phasic dopamine hypothesis and neuropsychiatric phenotypes

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Reward deficiency syndrome: a biogenetic model for the diagnosis and treatment of impulsive, addictive, and compulsive behaviors

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

The physics of optimal decision making: a formal analysis of models of performance in two-alternative forced-choice tasks

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Short-term memory traces for action bias in human reinforcement learning

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Context processing in older adults: evidence for a theory relating cognitive control to neurobiology in healthy aging.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Principles of pleasure prediction: specifying the neural dynamics of human reward learning.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Risk prediction and aversion by anterior cingulate cortex

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

A computational model of risk, conflict, and individual difference effects in the anterior cingulate cortex.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Neural systems implicated in delayed and probabilistic reinforcement

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Dopamine and N-methyl-D-aspartate receptor interactions in the neostriatum

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

A theory of dopamine function and its role in cognitive deficits in schizophrenia.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Individual differences and the neural representations of reward expectation and reward prediction error

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Reward expectation modulates feedback-related negativity and EEG spectra

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Behavioral and neural predictors of upcoming decisions.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Reinforcement learning signals predict future decisions

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Individual differences in extraversion and dopamine genetics predict neural reward responses

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

L-DOPA disrupts activity in the nucleus accumbens during reversal learning in Parkinson's disease.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

The computational neurobiology of learning and reward.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Cortical substrates for exploratory decisions in humans

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Reward, motivation, and reinforcement learning

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Reward-dependent learning in neuronal networks for planning and decision making

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

An fMRI study of reward-related probability learning.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Stochastic models of decisions about motion direction: behavior and physiology.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

A computational role for dopamine delivery in human decision-making

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Increased response switching, perseveration and perseverative switching following d-amphetamine in the rat.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Neural correlates of error detection and error correction: is there a common neuroanatomical substrate?

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Cortical and subcortical brain regions involved in rule-based category learning

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Mesocortical dopamine modulation of executive functions: beyond working memory

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Dynamic dopamine modulation in the basal ganglia: a neurocomputational account of cognitive deficits in medicated and nonmedicated Parkinsonism

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Hold your horses: a dynamic computational role for the subthalamic nucleus in decision making

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Anatomy of a decision: striato-orbitofrontal interactions in reinforcement learning, decision making, and reversal

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Genetic triple dissociation reveals multiple roles for dopamine in reinforcement learning

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

By carrot or by stick: cognitive reinforcement learning in parkinsonism

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Error-processing deficits in patients with cocaine dependence.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Functional coupling between the prefrontal cortex and dopamine neurons in the ventral tegmental area.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Dissociable executive functions in the dynamic control of behavior: inhibition, error detection, and correction

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

A Neural System for Error Detection and Compensation

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Physiological utility theory and the neuroeconomics of choice

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Banburismus and the brain: decoding the relationship between sensory stimuli, decisions, and reward.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Dopaminergic modulation of limbic and cortical drive of nucleus accumbens in goal-directed behavior

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Brain potentials associated with expected and unexpected good and bad outcomes.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

It's worse than you thought: the feedback negativity and violations of reward prediction in gambling tasks.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

The role of the ventromedial prefrontal cortex in abstract state-based inference during decision making in humans.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Different neural correlates of reward expectation and reward expectation error in the putamen and caudate nucleus during stimulus-action-reward association learning.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

A neural correlate of reward-based behavioral learning in caudate nucleus: a functional magnetic resonance imaging study of a stochastic decision task.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Decision-making in Blackjack: an electrophysiological analysis.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Dopamine neurons report an error in the temporal prediction of reward during learning

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Dorsal anterior cingulate cortex integrates reinforcement history to guide voluntary behavior

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Errors in reward prediction are reflected in the event-related brain potential

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Dorsal anterior cingulate cortex shows fMRI response to internal and external error signals

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

A mechanism for error detection in speeded response time tasks.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Distributed modular architectures linking basal ganglia, cerebellum, and cerebral cortex: their role in planning and controlling action.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Actor-critic models of the basal ganglia: new anatomical and computational perspectives

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

The neuroscience of impulsive and self-controlled decisions

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Contributions of the prefrontal cortex to the neural basis of human decision making

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

The human orbitofrontal cortex: linking reward to hedonic experience

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

The functional neuroanatomy of the human orbitofrontal cortex: evidence from neuroimaging and neuropsychology

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Role of substantia nigra-amygdala connections in surprise-induced enhancement of attention.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Linear Transformations of the Payoff Matrix and Decision Criterion Learning in Perceptual Categorization

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Temporal Prediction Errors in a Passive Learning Task Activate Human Striatum

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Neural economics and the biological substrates of valuation

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Computational roles for dopamine in behavioural control

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Brain potentials related to self-generated and external information used for performance monitoring.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Substantia nigra/ventral tegmental reward prediction error disruption in psychosis

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Dopamine neurons can represent context-dependent prediction error.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Reinforcement-related brain potentials from medial frontal cortex: origins and functional significance

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

A computational account of altered error processing in older age: dopamine and the error-related negativity

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Tonic dopamine: opportunity costs and the control of response vigor

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Temporal difference models and reward-related learning in the human brain.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Dissociable roles of ventral and dorsal striatum in instrumental conditioning

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Differential modulation of anterior cingulate cortical activity by afferents from ventral tegmental area and mediodorsal thalamus

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Biologically based computational models of high-level cognition

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Neural correlates of decision variables in parietal cortex.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Reduced punishment sensitivity in neural systems of behavior monitoring in impulsive individuals.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Prediction error for free monetary reward in the human prefrontal cortex.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

A diffusion model account of response time and accuracy in a brightness discrimination task: fitting real data and failing to fit fake but plausible data

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

The short-latency dopamine signal: a role in discovering novel actions?

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Is the short-latency dopamine response too short to signal reward error?

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Errors are foreshadowed in brain potentials associated with action monitoring in cingulate cortex in humans

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Ventral-striatal/nucleus-accumbens sensitivity to prediction errors during classification learning

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Expected value, reward outcome, and temporal difference error representations in a probabilistic decision task.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Human anterior cingulate cortex is activated by negative feedback: evidence from event-related potentials in a guessing task.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Functional organization of the medial frontal cortex.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Action sets and decisions in the medial frontal cortex.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Representation of action-specific reward values in the striatum.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Neural basis of saccade target selection.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Reward signaling by dopamine neurons

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Behavioral theories and the neurophysiology of reward

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

A neural substrate of prediction and reward

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Neuronal coding of prediction errors

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Differential encoding of losses and gains in the human striatum

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Temporal difference models describe higher-order learning in humans.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Rapid decision threshold modulation by reward rate in a neural network

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

The dopamine hypothesis of reward: past and current status

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Matching behavior and the representation of value in the parietal cortex.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

TD models of reward predictive responses in dopamine neurons.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

A neural network model with dopamine-like reinforcement signal that learns a spatial delayed response task.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Prediction of immediate and future rewards differentially recruits cortico-basal ganglia loops.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Stimulation of the prefrontal cortex in the rat induces patterns of activity in midbrain dopaminergic neurons which resemble natural burst events.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Dopamine: the salient issue

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Widespread origin of the primate mesofrontal dopamine system.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Different neural systems adjust motor behavior in response to reward and punishment

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Dissociable systems for gain- and loss-related value predictions and errors of prediction in the human brain.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Gene-gene interaction associated with neural reward sensitivity

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Independent coding of reward magnitude and valence in the human brain.

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

Representation of a perceptual decision in developing oculomotor commands

21 January 2018

1 reference

https://api.crossref.org/works/10.3758%2FCABN.8.2.113

The role of the striatopallidal and extended amygdala systems in drug addiction

21 January 2018

1 reference

12 December 2020

Dissociating valence of outcome from behavioral control in human orbital and ventral prefrontal cortices.

1 reference

12 December 2020

Model-based fMRI and its application to reward learning and decision making

1 reference

12 December 2020

Associative processes in addiction and reward. The role of amygdala-ventral striatal subsystems.

1 reference

12 December 2020

Predictive reward signal of dopamine neurons

1 reference

12 December 2020

Burst firing induced in midbrain dopamine neurons by stimulation of the medial prefrontal and anterior cingulate cortices

1 reference

12 December 2020

Disruptive effects of low doses of d-amphetamine on the ability of rats to organize behaviour into functional sequences

1 reference

12 December 2020

Trial-by-Trial Coupling of Concurrent Electroencephalogram and Functional Magnetic Resonance Imaging Identifies the Dynamics of Performance Monitoring

1 reference

12 December 2020

1 reference

12 December 2020

Defining the neural mechanisms of probabilistic reversal learning using event-related functional magnetic resonance imaging.

1 reference

12 December 2020

A framework for mesencephalic dopamine systems based on predictive Hebbian learning

1 reference

12 December 2020

Projections from the rat prefrontal cortex to the ventral tegmental area: target specificity in the synaptic associations with mesoaccumbens and mesocortical neurons

1 reference

12 December 2020

The ascending neuromodulatory systems in learning by reinforcement: comparing computational conjectures with experimental findings

1 reference

12 December 2020

Dopamine-deficient mice are severely hypoactive, adipsic, and aphagic

1 reference

12 December 2020

Identifiers

DOI

10.3758/CABN.8.2.113

1 reference

PubMed ID

18589502

Dimensions Publication ID

18 August 2017

0 references

1 reference

PubMed ID

18589502