Spectral Design Evolution co-optimizes complete muscle morphology (strength, velocity, stiffness) and control, achieving better efficiency and stability than fixed-morphology baselines on locomotion tasks.
Data-driven spectral submanifold reduction for nonlinear optimal control of high- dimensional robots,
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Evolving the Complete Muscle: Efficient Morphology-Control Co-design for Musculoskeletal Locomotion
Spectral Design Evolution co-optimizes complete muscle morphology (strength, velocity, stiffness) and control, achieving better efficiency and stability than fixed-morphology baselines on locomotion tasks.