The computational roots of positivity and confirmation biases in reinforcement learning

S Palminteri, M Lebreton - Trends in Cognitive Sciences, 2022 - cell.com
Humans do not integrate new information objectively: outcomes carrying a positive affective
value and evidence confirming one's own prior belief are overweighed. Until recently …

Goals and habits in the brain

RJ Dolan, P Dayan - Neuron, 2013 - cell.com
An enduring and richly elaborated dichotomy in cognitive neuroscience is that of reflective
versus reflexive decision making and choice. Other literatures refer to the two ends of what is …

The striatum: where skills and habits meet

AM Graybiel, ST Grafton - Cold Spring Harbor …, 2015 - cshperspectives.cshlp.org
After more than a century of work concentrating on the motor functions of the basal ganglia,
new ideas have emerged, suggesting that the basal ganglia also have major functions in …

The nucleus accumbens: an interface between cognition, emotion, and action

SB Floresco - Annual review of psychology, 2015 - annualreviews.org
Nearly 40 years of research on the function of the nucleus accumbens (NAc) has provided a
wealth of information on its contributions to behavior but has also yielded controversies and …

The place of dopamine in the cortico-basal ganglia circuit

SN Haber - Neuroscience, 2014 - Elsevier
The midbrain dopamine (DA) neurons play a central role in developing appropriate goal-
directed behaviors, including the motivation and cognition to develop appropriate actions to …

Model-based and model-free Pavlovian reward learning: revaluation, revision, and revelation

P Dayan, KC Berridge - Cognitive, Affective, & Behavioral Neuroscience, 2014 - Springer
Evidence supports at least two methods for learning about reward and punishment and
making predictions for guiding actions. One method, called model-free, progressively …

Dopamine does double duty in motivating cognitive effort

A Westbrook, TS Braver - Neuron, 2016 - cell.com
Cognitive control is subjectively costly, suggesting that engagement is modulated in
relationship to incentive state. Dopamine appears to play key roles. In particular, dopamine …

Stable representations of decision variables for flexible behavior

BA Bari, CD Grossman, EE Lubin, AE Rajagopalan… - Neuron, 2019 - cell.com
Decisions occur in dynamic environments. In the framework of reinforcement learning, the
probability of performing an action is influenced by decision variables. Discrepancies …

Contextual modulation of value signals in reward and punishment learning

S Palminteri, M Khamassi, M Joffily… - Nature communications, 2015 - nature.com
Compared with reward seeking, punishment avoidance learning is less clearly understood
at both the computational and neurobiological levels. Here we demonstrate, using …

[HTML][HTML] Go and no-go learning in reward and punishment: interactions between affect and effect

M Guitart-Masip, QJM Huys, L Fuentemilla, P Dayan… - Neuroimage, 2012 - Elsevier
Decision-making invokes two fundamental axes of control: affect or valence, spanning
reward and punishment, and effect or action, spanning invigoration and inhibition. We …