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Artificial Evolution of Humanoid Jumping Behavior

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Uploaded on Apr 17, 2011

A physically simulated humanoid is controlled by an artificial neural network which senses joint angles and controls muscle forces. A genetic algorithm optimizes the neural network weights to improve performance on the task of jumping vertically. This video shows the best individual solution from each generation.

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