Neural network could be a step towards programs for studying how human infants learn.
Inspired by research into how infants learn, computer scientists have created a program that can learn simple physical rules about the behaviour of objects — and express surprise when they seem to violate those rules. The results were published on 11 July inDevelopmental psychologists test how babies follow the motion of objects by tracking their gaze.
The software model, named Physics Learning through Auto-encoding and Tracking Objects , was fed the raw images from the videos, but also versions that highlighted each object in the scene. PLATO was designed to develop an internal representation of physical properties of the objects, such as their positions and velocities.
Piloto says that PLATO is not designed as a model of infant behaviour, but that it could be a first step towards AI that can test hypotheses about how human babies learn. “We’re hoping this can eventually be used by cognitive scientists to seriously model the behaviour of infants.”
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