Model-based and Model-free Learning: A Trans-diagnostic Approach

被引：0
作者：
Voon, Valerie [1 ]
机构：
[1] Univ Cambridge, Psychiat, Cambridge, England
来源：
BIOLOGICAL PSYCHIATRY | 2015年 / 77卷 / 09期
关键词：
addiction; obsessive compulsive disorder; goal-directed learning; habit learning; motivation;
D O I：
暂无
中图分类号：
Q189 [神经科学];
学科分类号：
071006 ;
摘要：
99
引用
收藏
页码：39S / 39S
页数：1
相关论文
共 50 条
  • [1] Parallel model-based and model-free reinforcement learning for card sorting performance
    Steinke, Alexander
    Lange, Florian
    Kopp, Bruno
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [2] Model-based and model-free Pavlovian reward learning: Revaluation, revision, and revelation
    Dayan, Peter
    Berridge, Kent C.
    COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE, 2014, 14 (02) : 473 - 492
  • [3] Reliance on model-based and model-free control in obesity
    Janssen, Lieneke K.
    Mahner, Florian P.
    Schlagenhauf, Florian
    Deserno, Lorenz
    Horstmann, Annette
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [4] Extraversion differentiates between model-based and model-free strategies in a reinforcement learning task
    Skatova, Anya
    Chan, Patricia A.
    Daw, Nathaniel D.
    FRONTIERS IN HUMAN NEUROSCIENCE, 2013, 7
  • [5] Biases in estimating the balance between model-free and model-based learning systems due to model misspecification
    Toyama, Asako
    Katahira, Kentaro
    Ohira, Hideki
    JOURNAL OF MATHEMATICAL PSYCHOLOGY, 2019, 91 : 88 - 102
  • [6] Model-based and model-free mechanisms in methamphetamine use disorder
    Robinson, Alex H.
    Mahlberg, Justin
    Chong, Trevor T. -J.
    Verdejo-Garcia, Antonio
    ADDICTION BIOLOGY, 2024, 29 (01)
  • [7] Individual Variation in Model-Free and Model-Based Reinforcement Learning and Methamphetamine-Taking Behavior in Rats
    Groman, Stephanie
    Massi, Bart
    Lee, Daeyeol
    Taylor, Jane
    NEUROPSYCHOPHARMACOLOGY, 2016, 41 : S436 - S436
  • [8] Impairment of arbitration between model-based and model-free reinforcement learning in obsessive-compulsive disorder
    Ruan, Zhongqiang
    Seger, Carol A.
    Yang, Qiong
    Kim, Dongjae
    Lee, Sang Wan
    Chen, Qi
    Peng, Ziwen
    FRONTIERS IN PSYCHIATRY, 2023, 14
  • [9] Dopamine enhances model-free credit assignment through boosting of retrospective model-based inference
    Deserno, Lorenz
    Moran, Rani
    Michely, Jochen
    Lee, Ying
    Dayan, Peter
    Dolan, Raymond J.
    ELIFE, 2021, 10
  • [10] Investigating disorder-specific and transdiagnostic alterations in model-based and model-free decision-making
    Knolle, Franziska
    Sen, Pritha
    Culbreth, Adam
    Koch, Kathrin
    Schmitz-Koep, Benita
    Guersel, Deniz A.
    Wunderlich, Klaus
    Avram, Mihai
    Berberich, Goetz
    Sorg, Christian
    Brandl, Felix
    JOURNAL OF PSYCHIATRY & NEUROSCIENCE, 2024, 49 (06): : E388 - E401
12345