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    Article

    Understanding the development of reward learning through the lens of meta-learning

    Determining how environments shape how people learn is central to understanding individual differences in goal-directed behaviour. Studies of the effects of early-life adversity on reward learning have reveale...

    Kate Nussenbaum, Catherine A. Hartley in Nature Reviews Psychology (2024)

  2. Article

    Open Access

    The rational use of causal inference to guide reinforcement learning strengthens with age

    Beliefs about the controllability of positive or negative events in the environment can shape learning throughout the lifespan. Previous research has shown that adults’ learning is modulated by beliefs about t...

    Alexandra O. Cohen, Kate Nussenbaum, Hayley M. Dorfman in npj Science of Learning (2020)

  3. Article

    Open Access

    Adolescents exhibit reduced Pavlovian biases on instrumental learning

    Multiple learning systems allow individuals to flexibly respond to opportunities and challenges present in the environment. An evolutionarily conserved “Pavlovian” learning mechanism couples valence and action...

    Hillary A. Raab, Catherine A. Hartley in Scientific Reports (2020)

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    Article

    Association between real-world experiential diversity and positive affect relates to hippocampal–striatal functional connectivity

    Experiential diversity promotes well-being in animal models. Here, using geolocation tracking, experience sampling and neuroimaging, we found that daily variability in physical location was associated with inc...

    Aaron S. Heller, Tracey C. Shi, C. E. Chiemeka Ezie in Nature Neuroscience (2020)

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    Article

    More than two forms of Pavlovian prediction

    Behavioural neuroscience and reinforcement learning theory distinguish between ‘model-free’ and ‘model-based’ computations that can guide behaviour. A recent study demonstrates that Pavlovian learning can give...

    Hillary A. Raab, Catherine A. Hartley in Nature Human Behaviour (2019)

  6. Article

    Open Access

    Individual differences in blink rate modulate the effect of instrumental control on subsequent Pavlovian responding

    Pavlovian conditioned responses to cues that signal threat are rapidly acquired and tend to persist over time. However, recent research suggests that the ability to actively avoid or exert control over an anti...

    Catherine A. Hartley, Cesar A. O. Coelho, Emily Boeke in Psychopharmacology (2019)

  7. Article

    Individual differences in learning predict the return of fear

    Using a laboratory analogue of learned fear (Pavlovian fear conditioning), we show that there is substantial heterogeneity across individuals in spontaneous recovery of fear following extinction training. We p...

    Samuel J. Gershman, Catherine A. Hartley in Learning & Behavior (2015)

  8. Article

    Experiential reward learning outweighs instruction prior to adulthood

    Throughout our lives, we face the important task of distinguishing rewarding actions from those that are best avoided. Importantly, there are multiple means by which we acquire this information. Through trial ...

    Johannes H. Decker, Frederico S. Lourenco in Cognitive, Affective, & Behavioral Neurosc… (2015)

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    Article

    FAAH genetic variation enhances fronto-amygdala function in mouse and human

    Cross-species studies enable rapid translational discovery and produce the broadest impact when both mechanism and phenotype are consistent across organisms. We developed a knock-in mouse that biologically rec...

    Iva Dincheva, Andrew T. Drysdale, Catherine A. Hartley in Nature Communications (2015)

  10. Article

    Sensitive Periods in Affective Development: Nonlinear Maturation of Fear Learning

    At specific maturational stages, neural circuits enter sensitive periods of heightened plasticity, during which the development of both brain and behavior are highly receptive to particular experiential inform...

    Catherine A Hartley, Francis S Lee in Neuropsychopharmacology (2015)

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    Chapter

    Fear Models in Animals and Humans

    While fear learning is an adaptive behavior critical to our survival, excessive fear can markedly impair one’s ability to function and is a central characteristic of anxiety disorders. In this chapter, we revi...

    Catherine A. Hartley, Elizabeth A. Phelps in Pediatric Anxiety Disorders (2013)

  12. Article

    Changing Fear: The Neurocircuitry of Emotion Regulation

    The ability to alter emotional responses as circumstances change is a critical component of normal adaptive behavior and is often impaired in psychological disorders. In this review, we discuss four emotional ...

    Catherine A Hartley, Elizabeth A Phelps in Neuropsychopharmacology (2010)