Impairment of arbitration between model-based and model-free reinforcement learning in obsessive–compulsive disorder
Bibliographic Data
| ID | 15517551 |
|---|---|
| Authors | Zhongqiang Ruan (0000-0003-2166-9988, South China Normal University), Carol Augart Seger (0000-0002-0497-1774, South China Normal University), Qiong Yang (0000-0001-5497-9910, Guangzhou Medical University), Dongjae Kim (0009-0004-4784-2421, Dankook University), Sang Wan Lee (0000-0003-1310-3853, Korea Advanced Institute of Science and Technology), Qi Chen (0000-0002-2835-5394, Shenzhen University, corresponding author), Ziwen Peng (0000-0002-9850-2353, Shenzhen KangNing Hospital, corresponding author) |
| Year | 2023 |
| Volume | 14 |
| Pages | 1162800-1162800 |
| Publication date | 2023-05-26 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Frontiers in Psychiatry (JOURNAL) |
| Journal identifiers | ISSN: 1664-0640 • E-ISSN: 1664-0640 |
| Publisher | Frontiers Media (PUBLISHER • CH) |
| DOI | 10.3389/fpsyt.2023.1162800 |
| PMID | 37304449 |
| OpenAlex | W4378385923 |
| Language | EN |
| References cited | 10 |
These findings indicated an impaired arbitration mechanism for flexible adaptation to environmental demands in both OCD patients and healthy individuals reporting high OCI-R scores
Abnormality · Arbitration · Cognitive psychology · Developmental psychology · Mechanism (biology · Obsessive compulsive · Psychiatry · Reinforcement · Reinforcement learning · Task (project management · Autism Spectrum Disorder Research · Behavioral and Psychological Studies · Clinical Psychology · Computer Science · Obsessive-Compulsive Spectrum Disorders · Psychology · Social Psychology · Artificial Intelligence
Reinforcement Learning
Goals and Habits in the Brain
Model-Based Influences on Humans' Choices and Striatal Prediction Errors
Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control
The Obsessive-Compulsive Inventory
The Expected Value of Control
Humans primarily use model-based inference in the two-stage task
| Citation velocity | historical |
|---|---|
| Highly cited | No |