8 found
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  1.  39
    Self-evaluation of decision-making: A general Bayesian framework for metacognitive computation.Stephen M. Fleming & Nathaniel D. Daw - 2017 - Psychological Review 124 (1):91-114.
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  2.  45
    Model-Based Influences on Humans' Choices and Striatal Prediction Errors.Nathaniel D. Daw, Samuel J. Gershman, Ben Seymour, Peter Dayan & Raymond J. Dolan - 2011 - Neuron 69 (6):1204-1215.
    The mesostriatal dopamine system is prominently implicated in model-free reinforcement learning, with fMRI BOLD signals in ventral striatum notably covarying with model-free prediction errors. However, latent learning and devaluation studies show that behavior also shows hallmarks of model-based planning, and the interaction between model-based and model-free values, prediction errors, and preferences is underexplored. We designed a multistep decision task in which model-based and model-free influences on human choice behavior could be distinguished. By showing that choices reflected both influences we could (...)
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  3.  20
    A retrieved context model of the emotional modulation of memory.Deborah Talmi, Lynn J. Lohnas & Nathaniel D. Daw - 2019 - Psychological Review 126 (4):455-485.
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  4. Bayesian theories of conditioning in a changing world.Aaron C. Courville, Nathaniel D. Daw & David S. Touretzky - 2006 - Trends in Cognitive Sciences 10 (7):294-300.
  5.  27
    The temporal dynamics of opportunity costs: A normative account of cognitive fatigue and boredom.Mayank Agrawal, Marcelo G. Mattar, Jonathan D. Cohen & Nathaniel D. Daw - 2022 - Psychological Review 129 (3):564-585.
  6. Semi-rational models of conditioning: the case of trial order.Nathaniel D. Daw, Aaron C. Courville & Dayan & Peter - 2008 - In Nick Chater & Mike Oaksford (eds.), The Probabilistic Mind: Prospects for Bayesian Cognitive Science. Oxford University Press.
  7.  25
    Reinforcement learning and higher level cognition: Introduction to special issue.Nathaniel D. Daw & Michael J. Frank - 2009 - Cognition 113 (3):259-261.
  8.  22
    The Pearce–Hall model.Aaron C. Courville, Nathaniel D. Daw & David S. Touretzky - 2006 - Trends in Cognitive Sciences 10 (7):294-300.
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