Placing Approach-Avoidance Conflict Within the Framework of Multi-objective Reinforcement Learning

Elevated decision uncertainty and reduced avoidance drives in depression, anxiety and substance use disorders during approach–avoidance conflict: a replication study

(2023) Ryan Smith et al.   JOURNAL OF PSYCHIATRY & NEUROSCIENCE

Quantifying aberrant approach-avoidance conflict in psychopathology: A review of computational approaches

(2023) Allison M. Letkiewicz et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Striatal reactivity during emotion and reward relates to approach–avoidance conflict behaviour and is altered in adults with anxiety or depression

(2022) Timothy J. McDermott et al.   JOURNAL OF PSYCHIATRY & NEUROSCIENCE

Greater decision uncertainty characterizes a transdiagnostic patient sample during approach-avoidance conflict: a computational modelling approach

(2021) Ryan Smith et al.   JOURNAL OF PSYCHIATRY & NEUROSCIENCE

Impaired Evidence Accumulation as a Transdiagnostic Vulnerability Factor in Psychopathology

(2021) Chandra Sripada et al.   Frontiers in Psychiatry

The Role of the Dorsal–Lateral Prefrontal Cortex in Reward Sensitivity During Approach–Avoidance Conflict

(2021) Camarin E Rolle et al.   CEREBRAL CORTEX

Rescorla–Wagner Models with Sparse Dynamic Attention

(2020) Joel Nishimura et al.   BULLETIN OF MATHEMATICAL BIOLOGY

A flexible and generalizable model of online latent-state learning

(2019) Amy L. Cochran et al.   PLoS Computational Biology

Altered neural encoding of prediction errors in assault-related posttraumatic stress disorder

(2018) Marisa C. Ross et al.   JOURNAL OF PSYCHIATRIC RESEARCH

Human Hippocampus Arbitrates Approach-Avoidance Conflict

(2014) Dominik R. Bach et al.   CURRENT BIOLOGY

Modeling Human Decision Making in Generalized Gaussian Multiarmed Bandits

(2014) Paul B. Reverdy et al.   PROCEEDINGS OF THE IEEE

Neural Prediction Errors Reveal a Risk-Sensitive Reinforcement-Learning Process in the Human Brain

(2012) Y. Niv et al.   JOURNAL OF NEUROSCIENCE

A reverse translational approach to quantify approach-avoidance conflict in humans

(2011) Robin L. Aupperle et al.   BEHAVIOURAL BRAIN RESEARCH

Context, learning, and extinction.

(2010) Samuel J. Gershman et al.   PSYCHOLOGICAL REVIEW

A Bayesian analysis of human decision-making on bandit problems

(2009) Mark Steyvers et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

How Humans Integrate the Prospects of Pain and Reward during Choice

(2009) D. Talmi et al.   JOURNAL OF NEUROSCIENCE