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Preprints
, 2026, Stubborn by design: When past rewards keep agents betting on known losses , http://dx.doi.org/10.2139/ssrn.6731959
, 2025, The influence of nucleus accumbens shell D1 and D2 neurons on outcome-specific Pavlovian instrumental transfer, http://dx.doi.org/10.7554/elife.107566.3
, 2025, The influence of nucleus accumbens shell D1 and D2 neurons on outcome-specific Pavlovian instrumental transfer, http://dx.doi.org/10.7554/elife.107566.2
, 2025, The influence of nucleus accumbens shell D1 and D2 neurons on outcome-specific Pavlovian instrumental transfer, http://dx.doi.org/10.7554/elife.107566.1
, 2025, Stubborn by design: When past rewards keep agents betting on known losses, http://dx.doi.org/10.2139/ssrn.5041683
, 2023, Reduced Sensitivity to Background Reward Underlies Apathy after Traumatic Brain Injury: Insights from an Ecological Foraging Framework, http://dx.doi.org/10.2139/ssrn.4356809
, 2021, Inhibition of Vascular Adhesion Protein 1 Protects Dopamine Neurons From the Effects of Acute Inflammation and Restores Habit Learning in the Striatum, http://dx.doi.org/10.21203/rs.3.rs-691589/v1
, 2020, Does disrupting the Orbitofrontal Cortex alter sensitivity to punishment? A potential mechanism of compulsivity, http://dx.doi.org/10.31234/osf.io/cwvmx
, 2019, A Novel GPCR-Based Memory Process is Necessary for the Influence of Predictive Learning on Choice, http://dx.doi.org/10.2139/ssrn.3472044
, Amygdala-cortical control of striatal plasticity drives the acquisition of goal-directed action, http://dx.doi.org/10.1101/2020.02.28.970616
, Cognitive effects of thalamostriatal degeneration are ameliorated by normalizing striatal cholinergic activity, http://dx.doi.org/10.1101/2022.08.25.505358
, CRF receptor type 1 modulates the nigrostriatal dopamine projection and facilitates cognitive flexibility after acute and chronic stress, http://dx.doi.org/10.1101/2022.10.26.513963
, D1 and D2 systems converge in the striatum to update goal-directed learning, http://dx.doi.org/10.1101/780346
, Determining the effects of training duration on the behavioral expression of habitual control in humans: a multi-laboratory investigation, http://dx.doi.org/10.31234/osf.io/z756h
, Dorsomedial striatal neuroinflammation causes excessive goal-directed action control by disrupting astrocyte function, http://dx.doi.org/10.1101/2024.10.24.620154
, Dynamic adaptation of sequential action benefits from cortico-basal ganglia-related temporal variability, http://dx.doi.org/10.1101/2022.03.28.486040
, Friend or Foe: The Influence of Ambient Sound on Risk Perception, http://dx.doi.org/10.2139/ssrn.3422762
, Goal-directed action is transiently impaired in an hAPP-J20 mouse model of Alzheimer’s disease, and in aging male mice regardless of genotype, http://dx.doi.org/10.1101/2022.07.25.501480
, Goal-directed action transiently depends on action space, http://dx.doi.org/10.1101/783308
, Immp2l knockdown increases stimulus-driven instrumental behaviour but does not alter goal-directed learning or neuron density in cortico-striatal circuits in a mouse model of Tourette syndrome and autism spectrum disorder, http://dx.doi.org/10.1101/2023.02.12.528225
, Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models, http://dx.doi.org/10.1101/328849
, Intratelencephalic neurons in the medial prefrontal cortex mediate the acquisition of goal-directed actions, http://dx.doi.org/10.64898/2026.07.02.736246
, Learning the structure of the world: The adaptive nature of state-space and action representations in multi-stage decision-making, http://dx.doi.org/10.1101/211664
, Medial Orbitofrontal Cortex Regulates Instrumental Conditioned Punishment, but not Pavlovian Conditioned Fear, http://dx.doi.org/10.1101/2020.05.12.092205
, Models that learn how humans learn: the case of depression and bipolar disorders, http://dx.doi.org/10.1101/285221
, Optimal Response Vigor and Choice Under Non-stationary Outcome Values, http://dx.doi.org/10.1101/106500
, Response-independent outcome presentations weakens the instrumental response-outcome association, http://dx.doi.org/10.31234/osf.io/c83kx
, Striatal direct and indirect pathway neurons differentially control the encoding and updating of goal-directed learning, http://dx.doi.org/10.1101/2020.02.18.955385
, Striatal dopamine encodes the relationship between actions and reward, http://dx.doi.org/10.1101/2022.01.31.478585
, The algorithmic neuroanatomy of action-outcome learning, http://dx.doi.org/10.1101/137851
, The anatomy of obsessive-compulsive disorder, http://dx.doi.org/10.1101/2022.10.06.22280808
, The control of goal-directed actions by nutrient-specific appetites and rewards, http://dx.doi.org/10.64898/2026.02.19.706921
, The influence of nucleus accumbens shell D1 and D2 neurons on outcome-specific Pavlovian instrumental transfer, http://dx.doi.org/10.1101/2025.05.26.656228
, The influence of nucleus accumbens shell D1 and D2 neurons on outcome-specific Pavlovian instrumental transfer, http://dx.doi.org/10.7554/elife.107566
, The motivational control of instrumental performance by nutrient-specific appetites depends on incentive learning, http://dx.doi.org/10.64898/2026.06.14.732213
, The motivational determinants of human action, their neural bases and functional impact in adolescents with OCD, http://dx.doi.org/10.1101/2022.03.19.22272645