Title : Muscled Skeleton Animated by DeepRL
link : Muscled Skeleton Animated by DeepRL
Muscled Skeleton Animated by DeepRL
A computer graphics team from Seoul National University has developed a virtual skeleton with 346 rope-like muscles. It is animated by an AI method called deep reinforcement learning, so it moves according to its own learning process, not by human intervention.
As the character walks, dances, lifts weights, and runs, the muscles light up. It's fascinating to see which muscles come into play in a given movement. If they muscles are overstressed, the character collapses. When one of the feet is replaced by a prosthesis, the character adapts its style of movement accordingly. If the character suffers an injury, the resulting movements simulate what you would expect from a human patient experiencing the same condition.
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Scientific paper: Scalable Muscle-actuated Human Simulation and Control
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