An insect-inspired model combining associative learning and path integration matches state-of-the-art point-goal navigation performance with orders of magnitude less computation.
Learning with reinforcement prediction errors in a model of theDrosophilamushroom body.Nature Communications, 12(1):2569, 2021
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An Efficient Insect-inspired Approach for Visual Point-goal Navigation
An insect-inspired model combining associative learning and path integration matches state-of-the-art point-goal navigation performance with orders of magnitude less computation.