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Intuitive physics learning in a deep-learning model inspired by developmental psychology

nature.comsite

Nature Human Behavior, 2022. [All Versions]. A machine-learning dataset designed to evaluate conceptual understanding of intuitive physics, adopting the violation-of-expectation (VoE) paradigm from developmental psychology; a deep-learning system that learns intuitive physics…

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  3. Simulation as an engine of physical scene understanding pnas.org

    Proceedings of the National Academy of Sciences, 2013. [All Versions]. [Appendix]. The first attempt to computationally simulate intuitive physics.

  4. Limits on Simulation Approaches in Intuitive Physics sciencedirect.com

    Cognitive Psychology, 2021. [All Versions]. Ernest Davis's perspective against intuitive physics, that physcial reasoning is logical reasoning instead of intuition.

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  6. Data-Efficient Learning for Complex and Real-Time Physical Problem Solving Using Augmented Simulation ieeexplore.ieee.org

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AGI & CoCoSci › Papers > Commonsense > Intuitive Physics: “Nature Human Behavior, 2022. [All Versions]. A machine-learning dataset designed to evaluate conceptual understanding of intuitive physics, adopting the violation-of-expectation (VoE) paradigm from developmental psychology; a deep-learning system that learns intuitive physics…”