Goals, usefulness and abstraction in value-based choice

B De Martino, A Cortese - Trends in Cognitive Sciences, 2023 - cell.com
Abstract Colombian drug lord Pablo Escobar, while on the run, purportedly burned two
million dollars in banknotes to keep his daughter warm. A stark reminder that, in life …

Computational models of subjective feelings in psychiatry

CH Kao, GW Feng, JK Hur, H Jarvis… - … & Biobehavioral Reviews, 2023 - Elsevier
Research in computational psychiatry is dominated by models of behavior. Subjective
experience during behavioral tasks is not well understood, even though it should be relevant …

[HTML][HTML] Computational perspectives on human fear and anxiety

Y Yamamori, OJ Robinson - Neuroscience & Biobehavioral Reviews, 2023 - Elsevier
Fear and anxiety are adaptive emotions that serve important defensive functions, yet in
excess, they can be debilitating and lead to poor mental health. Computational modelling of …

Approach-avoidance reinforcement learning as a translational and computational model of anxiety-related avoidance

Y Yamamori, OJ Robinson, JP Roiser - Elife, 2023 - elifesciences.org
Although avoidance is a prevalent feature of anxiety-related psychopathology, differences in
the measurement of avoidance between humans and non-human animals hinder our …

[HTML][HTML] The right superior temporal gyrus plays a role in semantic-rule learning: Evidence supporting a reinforcement learning model

L Liu, D Liu, T Guo, JW Schwieter, H Liu - NeuroImage, 2023 - Elsevier
In real-life communication, individuals use language that carries evident rewarding and
punishing elements, such as praise and criticism. A common trend is to seek more praise …

[HTML][HTML] The future of psychophysiology, then and now

MA Marder, GA Miller - Biological Psychology, 2024 - Elsevier
Since its founding in 1973, Biological Psychology has showcased and provided invaluable
support to psychophysiology, a field that has grown and changed enormously. This article …

Affect-congruent attention modulates generalized reward expectations

D Bennett, A Radulescu, S Zorowitz… - PLoS computational …, 2023 - journals.plos.org
Positive and negative affective states are respectively associated with optimistic and
pessimistic expectations regarding future reward. One mechanism that might underlie these …

Schemas, reinforcement learning, and the medial prefrontal cortex

O Bein, Y Niv - 2023 - psyarxiv.com
Schemas are rich and complex knowledge structures about the typical unfolding of events in
a context. For example, a schema of a lovely dinner at a restaurant. Schemas are central in …

Training diversity promotes absolute-value-guided choice

L Solomyak, PB Sharp, E Eldar - PLOS Computational Biology, 2022 - journals.plos.org
Many decision-making studies have demonstrated that humans learn either expected values
or relative preferences among choice options, yet little is known about what environmental …

The Role of Reward on Future Decision Making

F Abdulamir - 2023 - researchspace.auckland.ac.nz
Rewards play a critical role in the acquisition (learning) and transfer of knowledge
(generalisation)(Skinner, 1953; Tiihonen et al., 1997; Grillon, 2002). This process is …