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arXiv cs.NE · Papers

Evolutionary Brain-Body Co-Optimization Consistently Fails to Select for Morphological Potential

arXiv:2508.17464v2 Announce Type: replace-cross Abstract: Brain-body co-optimization remains a challenging problem. To understand and overcome its challenges, we exhaustively map a morphology-fitness landscape: we train controllers for each morphology in a design space of 1,305,840 voxel-based soft robots. We show that