Structured exploration allows biological brains to learn faster than AI

Structured exploration allows biological brains to learn faster than AI

a year ago
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https://www.sciencedaily.com/releases/2023/04/230428130759.htm

Researchers at the Sainsbury Wellcome Centre and Gatsby Computational Neuroscience Unit at UCL found the instinctual exploratory runs that animals carry out are not random. These purposeful actions allow mice to learn a map of the world efficiently. The study, published today in Neuron, describes how neuroscientists tested their hypothesis that the specific exploratory actions that animals undertake, such as darting quickly towards objects, are important in helping them learn how to navigate their environment.

"There are a lot of theories in psychology about how performing certain actions facilitates learning. In this study, we tested whether simply observing obstacles in an environment was enough to learn about them, or if purposeful, sensory-guided actions help animals build a cognitive map of the world," said Professor Tiago Branco, Group Leader at the Sainsbury Wellcome Centre and corresponding author on the paper.