COSMIC co-optimizes robot structure, materials, and control simultaneously via differentiable simulation and constrained gradients, yielding locomotion strategies that outperform sequential baselines.
Accelerated co-design of robots through morphological pretraining, February 2025
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COSMIC: Concurrent Optimization of Structure, Material, and Integrated Control for robotic systems
COSMIC co-optimizes robot structure, materials, and control simultaneously via differentiable simulation and constrained gradients, yielding locomotion strategies that outperform sequential baselines.
- House of Dextra: Cross-embodied Co-design for Dexterous Hands