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Induction, overhypotheses, and the shape bias: Some arguments and evidence for rational constructivism

In Bruce M. Hood & Laurie R. Santos (eds.), The origins of object knowledge. Oxford: Oxford University Press. pp. 263--284 (2009)

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  1. Statistical inference and sensitivity to sampling in 11-month-old infants.Fei Xu & Stephanie Denison - 2009 - Cognition 112 (1):97-104.
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  • Rational snacking: Young children’s decision-making on the marshmallow task is moderated by beliefs about environmental reliability.Celeste Kidd, Holly Palmeri & Richard N. Aslin - 2013 - Cognition 126 (1):109-114.
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  • Homeostatic epistemology : reliability, coherence and coordination in a Bayesian virtue epistemology.Susannah Kate Devitt - 2013 - Dissertation,
    How do agents with limited cognitive capacities flourish in informationally impoverished or unexpected circumstances? Aristotle argued that human flourishing emerged from knowing about the world and our place within it. If he is right, then the virtuous processes that produce knowledge, best explain flourishing. Influenced by Aristotle, virtue epistemology defends an analysis of knowledge where beliefs are evaluated for their truth and the intellectual virtue or competences relied on in their creation. However, human flourishing may emerge from how degrees of (...)
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  • Rational constructivism, statistical inference, and core cognition.Fei Xu & Susan Carey - 2011 - Behavioral and Brain Sciences 34 (3):151.
    I make two points in this commentary on Carey (2009). First, it may be too soon to conclude that core cognition is innate. Recent advances in computational cognitive science and developmental psychology suggest possible mechanisms for developing inductive biases. Second, there is another possible answer to Fodor's challenge – if concepts are merely mental tokens, then cognitive scientists should spend their time on developing a theory of belief fixation instead.
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  • Précis of the origin of concepts.Susan Carey - 2011 - Behavioral and Brain Sciences 34 (3):113-124.
    A theory of conceptual development must specify the innate representational primitives, must characterize the ways in which the initial state differs from the adult state, and must characterize the processes through which one is transformed into the other. The Origin of Concepts (henceforth TOOC) defends three theses. With respect to the initial state, the innate stock of primitives is not limited to sensory, perceptual, or sensorimotor representations; rather, there are also innate conceptual representations. With respect to developmental change, conceptual development (...)
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  • Probabilistic models of cognitive development: Towards a rational constructivist approach to the study of learning and development.Fei Xu & Thomas L. Griffiths - 2011 - Cognition 120 (3):299-301.
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